% csauthors.net - beta - BibTeX bibliography of Stefanos D. Kollias
@inproceedings{conf/icassp/KolliasH83,
title = {A model reduction algorithm by spline approximation in the deconvolution of seismic signals.},
year = {1983},
booktitle = {ICASSP},
author = {{Stefanos D. Kollias} and {Cristos C. Halkias}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '83, Boston, Massachusetts, USA, April 14-16, 1983}
}
@inproceedings{conf/icassp/BoutalisKC87,
title = {A fast multichannel approach to adaptive estimation and filtering of two dimensional images.},
year = {1987},
booktitle = {ICASSP},
author = {{Yiannis S. Boutalis} and {Stefanos D. Kollias} and {George Carayannis}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '87, Dallas, Texas, USA, April 6-9, 1987}
}
@inproceedings{conf/icassp/BoutalisKCS88,
title = {A fast technique for automatic segmentation and classification of textured images.},
year = {1988},
booktitle = {ICASSP},
author = {{Yiannis S. Boutalis} and {Stefanos D. Kollias} and {George Carayannis} and {Levon Sukissian}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '88, New York, New York, USA, April 11-14, 1988}
}
@inproceedings{conf/icnn/KolliasA88,
title = {Adaptive training of multilayer neural networks using a least squares estimation technique.},
year = {1988},
booktitle = {ICNN},
author = {{Stefanos D. Kollias} and {Dimitris Anastassiou}},
publisher = {IEEE},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'88), San Diego, CA, USA, July 24-27, 1988}
}
@inproceedings{conf/icassp/KolliasTA89,
title = {Image halftoning and reconstruction using a neural network.},
year = {1989},
booktitle = {ICASSP},
author = {{Stefanos D. Kollias} and {Tu-Chih Tsai} and {Dimitris Anastassiou}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '89, Glasgow, Scotland, May 23-26, 1989}
}
@article{journals/tsp/BoutalisKC89,
title = {A fast multichannel approach to adaptive image estimation.},
year = {1989},
journal = {IEEE Trans. Acoust. Speech Signal Process.},
author = {{Yiannis S. Boutalis} and {Stefanos D. Kollias} and {George Carayannis}}
}
@inproceedings{conf/eurasip/Kollias90,
title = {A Study of Neural Network Applications to Signal Processing.},
year = {1990},
booktitle = {EURASIP Workshop},
author = {{Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Neural Networks, EURASIP Workshop 1990, Sesimbra, Portugal, February 15-17, 1990, Proceedings}
}
@inproceedings{conf/vcip/SukissianTK90,
title = {Adaptive classification of textured images using moments and autoregressive models.},
year = {1990},
booktitle = {VCIP},
author = {{Levon Sukissian} and {Andreas Tirakis} and {Stefanos D. Kollias}},
publisher = {SPIE},
booktitle = {Visual Communications and Image Processing '90: Fifth in a Series, Visual Communications and Image Processing '90, Lausanne, Switzerland, 2-4 October 1990}
}
@article{journals/tsp/KolliasA91,
title = {A unified neutral network approach to digital image halftoning.},
year = {1991},
journal = {IEEE Trans. Signal Process.},
author = {{Stefanos D. Kollias} and {Dimitris Anastassiou}}
}
@article{journals/jsac/KolliasA92,
title = {A Progressive Scheme for Digital Image Halftoning, Coding of Halftones, and Reconstruction.},
year = {1992},
journal = {IEEE J. Sel. Areas Commun.},
author = {{Stefanos D. Kollias} and {Dimitris Anastassiou}}
}
@inproceedings{conf/icassp/TirakisK93,
title = {Efficient image classification using neural networks and multiresolution analysis.},
year = {1993},
booktitle = {ICASSP (1)},
author = {{Andreas Tirakis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '93, Minneapolis, Minnesota, USA, April 27-30, 1993}
}
@inproceedings{conf/icassp/KolliasK94,
title = {A multiresolution probabilistic neural network for image segmentation.},
year = {1994},
booktitle = {ICASSP (2)},
author = {{Stefanos D. Kollias} and {Dimitrios Kalogeras}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of ICASSP '94: IEEE International Conference on Acoustics, Speech and Signal Processing, Adelaide, South Australia, Australia, April 19-22, 1994}
}
@article{journals/automatica/FoudopoulosKH94,
title = {An efficient approach to the detection of Bernoulli-Gaussian processes.},
year = {1994},
journal = {Autom.},
author = {{P. Foudopoulos} and {Stefanos D. Kollias} and {Cristos C. Halkias}}
}
@article{journals/sigpro/SukissianKB94,
title = {Adaptive classification of textured images using linear prediction and neural networks.},
year = {1994},
journal = {Signal Process.},
author = {{Levon Sukissian} and {Stefanos D. Kollias} and {Yiannis S. Boutalis}}
}
@article{journals/tnn/DelopoulosTK94,
title = {Invariant image classification using triple-correlation-based neural networks.},
year = {1994},
journal = {IEEE Trans. Neural Networks},
author = {{Anastasios Delopoulos} and {Andreas Tirakis} and {Stefanos D. Kollias}}
}
@inproceedings{conf/icnn/KalogerasK95,
title = {Low bit rate coding of image sequences using neural networks.},
year = {1995},
booktitle = {ICNN},
author = {{Dimitrios Kalogeras} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27 - December 1, 1995}
}
@article{journals/tip/TirakisDK95,
title = {Two-dimensional filter bank design for optimal reconstruction using limited subband information.},
year = {1995},
journal = {IEEE Trans. Image Process.},
author = {{Andreas Tirakis} and {Anastasios Delopoulos} and {Stefanos D. Kollias}}
}
@inproceedings{conf/eusipco/AlexopoulosK96,
title = {ROI-based image coding using multiresolution neural networks.},
year = {1996},
booktitle = {EUSIPCO},
author = {{Vassilios Alexopoulos} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {8th European Signal Processing Conference, EUSIPCO 1996, Trieste, Italy, 10-13 September, 1996}
}
@inproceedings{conf/eusipco/GirtisLK96,
title = {An efficient matching approach to motion analysis of images.},
year = {1996},
booktitle = {EUSIPCO},
author = {{Kostas Girtis} and {Theodore Lilas} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {8th European Signal Processing Conference, EUSIPCO 1996, Trieste, Italy, 10-13 September, 1996}
}
@article{journals/ijon/Kollias96,
title = {A multiresolution neural network approach to invariant image recognition.},
year = {1996},
journal = {Neurocomputing},
author = {{Stefanos D. Kollias}}
}
@article{journals/pieee/PanagiotidisKKS96,
title = {Neural network-assisted effective lossy compression of medical images.},
year = {1996},
journal = {Proc. IEEE},
author = {{Nikos G. Panagiotidis} and {Dimitris Kalogeras} and {Stefanos D. Kollias} and {Andreas Stafylopatis}}
}
@article{journals/tsp/DelopoulosK96,
title = {Optimal filter banks for signal reconstruction from noisy subband components.},
year = {1996},
journal = {IEEE Trans. Signal Process.},
author = {{Anastasios Delopoulos} and {Stefanos D. Kollias}}
}
@inproceedings{conf/icip/KolliasDD97,
title = {Improving the performance of MPEG compatible encoders using on line retrainable neural network.},
year = {1997},
booktitle = {ICIP (3)},
author = {{Stefanos D. Kollias} and {Nikolaos D. Doulamis} and {Anastasios D. Doulamis}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings 1997 International Conference on Image Processing, ICIP '97, Santa Barbara, California, USA, October 26-29, 1997}
}
@inproceedings{conf/icip/TsapatsoulisSPK97,
title = {An image analysis system for automated detection of breast cancer nuclei.},
year = {1997},
booktitle = {ICIP (3)},
author = {{Nicolas Tsapatsoulis} and {Frank Schnorrenberg} and {Constantinos S. Pattichis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings 1997 International Conference on Image Processing, ICIP '97, Santa Barbara, California, USA, October 26-29, 1997}
}
@inproceedings{conf/eusipco/DoulamisDK98,
title = {Adaptive learning algorithms for semantic object extraction.},
year = {1998},
booktitle = {EUSIPCO},
author = {{Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {9th European Signal Processing Conference, EUSIPCO 1998, Island of Rhodes, Greece, 8-11 September, 1998}
}
@inproceedings{conf/eusipco/TsapatsoulisAK98,
title = {A vector based approximation of KLT and its application to face recognition.},
year = {1998},
booktitle = {EUSIPCO},
author = {{Nicolas Tsapatsoulis} and {Vassilios Alexopoulos} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {9th European Signal Processing Conference, EUSIPCO 1998, Island of Rhodes, Greece, 8-11 September, 1998}
}
@inproceedings{conf/icassp/TsapatsoulisDDK98,
title = {Face extraction from non-uniform background and recognition in compressed domain.},
year = {1998},
booktitle = {ICASSP},
author = {{Nicolas Tsapatsoulis} and {Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98, Seattle, Washington, USA, May 12-15, 1998}
}
@inproceedings{conf/icip/DoulamisDAK98,
title = {Video Content Representation using Optimal Extraction of Frames and Scenes.},
year = {1998},
booktitle = {ICIP (1)},
author = {{Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Yannis S. Avrithis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 1998 IEEE International Conference on Image Processing, ICIP-98, Chicago, Illinois, USA, October 4-7, 1998}
}
@inproceedings{conf/icip/DoulamisDK98,
title = {A Neural Network based Scheme for Unsupervised Video Object Segmentation.},
year = {1998},
booktitle = {ICIP (2)},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 1998 IEEE International Conference on Image Processing, ICIP-98, Chicago, Illinois, USA, October 4-7, 1998}
}
@inproceedings{conf/iticse/KarpouzisK98,
title = {The rendering pipeline in the classroom: a diversified approach.},
year = {1998},
booktitle = {ITiCSE},
author = {{Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {ACM},
booktitle = {Proceedings of the 6th Annual Conference on the Teaching of Computing and the 3rd Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, ITiCSE 1998, Dublin City University, Ireland, 18-21 August 1998}
}
@inproceedings{conf/mmsp/TsapatsoulisLK98,
title = {Facial expression recognition using HMM with observation dependent transition matrix.},
year = {1998},
booktitle = {MMSP},
author = {{Nicolas Tsapatsoulis} and {Miltiades Leonidou} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Second IEEE Workshop on Multimedia Signal Processing, MMSP 1998, Redondo Beach, California, USA, December 7-9, 1998}
}
@inproceedings{conf/mmsp/XirouhakisVKK98,
title = {Efficient browsing in multimedia databases using intelligent agents and content-based retrieval schemes.},
year = {1998},
booktitle = {MMSP},
author = {{Yiannis Xirouhakis} and {George N. Votsis} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Second IEEE Workshop on Multimedia Signal Processing, MMSP 1998, Redondo Beach, California, USA, December 7-9, 1998}
}
@inproceedings{conf/nmbia/VotsisTKK98,
title = {A Simplified Representation of 3D Human Faces adapted from 2D Images.},
year = {1998},
booktitle = {NMBIA},
author = {{George N. Votsis} and {Nicolas Tsapatsoulis} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Noblesse Workshop on Non-Linear Model Based Image Analysis, NMBIA 1998, 1.3 July 1998, Glasgow, UK.}
}
@article{journals/ijcm/DelopoulosSK98,
title = {An efficient multiresolution texture classification scheme using neural networks.},
year = {1998},
journal = {Int. J. Comput. Math.},
author = {{Anastasios Delopoulos} and {Levon Sukissian} and {Stefanos D. Kollias}}
}
@article{journals/ijon/GeorgilakisHDDK98,
title = {Prediction of iron losses of wound core distribution transformers based on artificial neural networks.},
year = {1998},
journal = {Neurocomputing},
author = {{Paul S. Georgilakis} and {Nikos D. Hatziargyriou} and {Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Stefanos D. Kollias}}
}
@article{journals/tcsv/DoulamisDKK98,
title = {Low bit-rate coding of image sequences using adaptive regions of interest.},
year = {1998},
journal = {IEEE Trans. Circuits Syst. Video Technol.},
author = {{Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Dimitrios Kalogeras} and {Stefanos D. Kollias}}
}
@inproceedings{conf/icecsys/DoulamisDK99,
title = {Object based coding of video sequences at low bit rates using adaptively trained neural networks.},
year = {1999},
booktitle = {ICECS},
author = {{Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {6th IEEE International Conference on Electronics, Circuits and Systems, ICECS 1999, Pafos, Cyprus, September 5-8, 1999}
}
@inproceedings{conf/icecsys/DoulamisDK99a,
title = {Relevance feedback for content-based retrieval in video databases: a neural network approach.},
year = {1999},
booktitle = {ICECS},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {6th IEEE International Conference on Electronics, Circuits and Systems, ICECS 1999, Pafos, Cyprus, September 5-8, 1999}
}
@inproceedings{conf/icip/DoulamisDK99,
title = {Statistical Multiplexing and Quality of Service Control of VBR Mpeg Video Sources.},
year = {1999},
booktitle = {ICIP (1)},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Proceedings of the 1999 International Conference on Image Processing, ICIP '99, Kobe, Japan, October 24-28, 1999}
}
@inproceedings{conf/icip/DoulamisDK99a,
title = {A Neural Network Approach to Interactive Content-Based Retrieval of Video Databases.},
year = {1999},
booktitle = {ICIP (2)},
author = {{Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Proceedings of the 1999 International Conference on Image Processing, ICIP '99, Kobe, Japan, October 24-28, 1999}
}
@inproceedings{conf/icip/StephanakisDDK99,
title = {Adaptive Wavelet-Packet Decomposition for Rate Control of Object Oriented Coding of Video Sequences.},
year = {1999},
booktitle = {ICIP (2)},
author = {{Ioannis M. Stephanakis} and {Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Proceedings of the 1999 International Conference on Image Processing, ICIP '99, Kobe, Japan, October 24-28, 1999}
}
@inproceedings{conf/icmcs/DoulamisADK99,
title = {Interactive Content-Based Retrieval in Video Databases Using Fuzzy Classification and Relevance Feedback.},
year = {1999},
booktitle = {ICMCS, Vol. 2},
author = {{Anastasios D. Doulamis} and {Yannis S. Avrithis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Multimedia Computing and Systems, ICMCS 1999, Florence, Italy, June 7-11, 1999. Volume II}
}
@inproceedings{conf/icmcs/KolliasP99,
title = {Principled Hybrid Systems: Theory and Applications (Physta).},
year = {1999},
booktitle = {ICMCS, Vol. 2},
author = {{Stefanos D. Kollias} and {Frédéric Piat}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Multimedia Computing and Systems, ICMCS 1999, Florence, Italy, June 7-11, 1999. Volume II}
}
@inproceedings{conf/ijcnn/StephanakisSK99,
title = {Piecewise Wiener filter model based on fuzzy partition of local wavelet features for image restoration.},
year = {1999},
booktitle = {IJCNN},
author = {{Ioannis M. Stephanakis} and {George Stamou} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {International Joint Conference Neural Networks, IJCNN 1999, Washington, DC, USA, July 10-16, 1999}
}
@inproceedings{conf/mmsp/DoulamisDK99,
title = {Modeling and adaptive prediction of VBR MPEG video sources.},
year = {1999},
booktitle = {MMSP},
author = {{Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Third IEEE Workshop on Multimedia Signal Processing, MMSP 1999, Copenhagen, Denmark, September 13-15, 1999}
}
@inproceedings{conf/mmsp/DoulamisDK99a,
title = {A pyramidal graph representation for efficient image content description.},
year = {1999},
booktitle = {MMSP},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Third IEEE Workshop on Multimedia Signal Processing, MMSP 1999, Copenhagen, Denmark, September 13-15, 1999}
}
@inproceedings{conf/mmsp/VotsisXKK99,
title = {Efficient use of content-based retrieval in quick browsing: a realization.},
year = {1999},
booktitle = {MMSP},
author = {{George N. Votsis} and {Yiannis Xirouhakis} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Third IEEE Workshop on Multimedia Signal Processing, MMSP 1999, Copenhagen, Denmark, September 13-15, 1999}
}
@article{journals/cviu/AvrithisDDK99,
title = {A Stochastic Framework for Optimal Key Frame Extraction from MPEG Video Databases.},
year = {1999},
journal = {Comput. Vis. Image Underst.},
author = {{Yannis S. Avrithis} and {Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}}
}
@inproceedings{conf/eusipco/AvrithisTK00,
title = {Color-based retrieval of facial images.},
year = {2000},
booktitle = {EUSIPCO},
author = {{Yannis Avrithis} and {Nicolas Tsapatsoulis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {10th European Signal Processing Conference, EUSIPCO 2000, Tampere, Finland, September 4-8, 2000}
}
@inproceedings{conf/eusipco/DoulamisDK00,
title = {Content-based image retrieval using fuzzy visual representation.},
year = {2000},
booktitle = {EUSIPCO},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {10th European Signal Processing Conference, EUSIPCO 2000, Tampere, Finland, September 4-8, 2000}
}
@inproceedings{conf/eusipco/DoulamisDK00a,
title = {Adaptive trained neural networks for traffic prediction of VBR MPEG-2 video sources.},
year = {2000},
booktitle = {EUSIPCO},
author = {{Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {10th European Signal Processing Conference, EUSIPCO 2000, Tampere, Finland, September 4-8, 2000}
}
@inproceedings{conf/eusipco/DoulamisDSK00,
title = {Selection of optimal wavelet packet transforms for object-based coding.},
year = {2000},
booktitle = {EUSIPCO},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Ioannis M. Stephanakis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {10th European Signal Processing Conference, EUSIPCO 2000, Tampere, Finland, September 4-8, 2000}
}
@inproceedings{conf/eusipco/TsapatsoulisKSP00,
title = {A fuzzy system for emotion classification based on the MPEG-4 facial definition parameter set.},
year = {2000},
booktitle = {EUSIPCO},
author = {{Nicolas Tsapatsoulis} and {Kostas Karpouzis} and {George Stamou} and {Frédéric Piat} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {10th European Signal Processing Conference, EUSIPCO 2000, Tampere, Finland, September 4-8, 2000}
}
@inproceedings{conf/hvei/KarpouzisTK00,
title = {Moving to continuous facial expression space using the MPEG-4 facial definition parameter (FDP) set.},
year = {2000},
booktitle = {Human Vision and Electronic Imaging},
author = {{Kostas Karpouzis} and {Nicolas Tsapatsoulis} and {Stefanos D. Kollias}},
publisher = {SPIE},
booktitle = {Human Vision and Electronic Imaging V, San Jose, CA, USA, January 22, 2000}
}
@inproceedings{conf/icip/TsapatsoulisAK00,
title = {Efficient Face Detection for Multimedia Applications.},
year = {2000},
booktitle = {ICIP},
author = {{Nicolas Tsapatsoulis} and {Yannis Avrithis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Proceedings of the 2000 International Conference on Image Processing, ICIP 2000, Vancouver, BC, Canada, September 10-13, 2000}
}
@inproceedings{conf/icmcs/AvrithisTK00,
title = {Broadcast News Parsing using Visual Cues: A Robust Face Detection Approach.},
year = {2000},
booktitle = {IEEE International Conference on Multimedia and Expo (III)},
author = {{Yannis Avrithis} and {Nicolas Tsapatsoulis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {2000 IEEE International Conference on Multimedia and Expo, ICME 2000, New York, NY, USA, July 30 - August 2, 2000}
}
@inproceedings{conf/icmcs/DoulamisDK00,
title = {Non Linear Traffic Modeling of VBR MPEG-2 Video Sources.},
year = {2000},
booktitle = {IEEE International Conference on Multimedia and Expo (III)},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {2000 IEEE International Conference on Multimedia and Expo, ICME 2000, New York, NY, USA, July 30 - August 2, 2000}
}
@inproceedings{conf/icmcs/DoulamisDK00a,
title = {Non-linear Relevance Feedback: Improving the Performance of Content-Based Retrieval Systems.},
year = {2000},
booktitle = {IEEE International Conference on Multimedia and Expo (I)},
author = {{Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {2000 IEEE International Conference on Multimedia and Expo, ICME 2000, New York, NY, USA, July 30 - August 2, 2000}
}
@inproceedings{conf/icmcs/NtalianisDDK00,
title = {A Feature Point Based Scheme for Unsupervised Video Object Segmentation in Stereoscopic Video Sequences.},
year = {2000},
booktitle = {IEEE International Conference on Multimedia and Expo (III)},
author = {{Klimis S. Ntalianis} and {Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {2000 IEEE International Conference on Multimedia and Expo, ICME 2000, New York, NY, USA, July 30 - August 2, 2000}
}
@inproceedings{conf/icpr/AvrithisXK00,
title = {Affine-Invariant Curve Normalization for Shape-Based Retrieval.},
year = {2000},
booktitle = {ICPR},
author = {{Yannis Avrithis} and {Yiannis Xirouhakis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona, Spain, September 3-8, 2000.}
}
@inproceedings{conf/ijcnn/DoulamisDK00,
title = {Recursive Non Linear Models for On Line Traffic Prediction of VBR MPEG Coded Video Sources.},
year = {2000},
booktitle = {IJCNN (6)},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, July 24-27, 2000, Volume 6}
}
@inproceedings{conf/ijcnn/FellenzTCDPKOA00,
title = {On Emotion Recognition of Faces and of Speech Using Neural Networks, Fuzzy Logic and the ASSESS System.},
year = {2000},
booktitle = {IJCNN (2)},
author = {{Winfried A. Fellenz} and {John G. Taylor} and {Roddy Cowie} and {Ellen Douglas-Cowie} and {Frédéric Piat} and {Stefanos D. Kollias} and {Christos Orovas} and {Bruno Apolloni}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, July 24-27, 2000, Volume 2}
}
@inproceedings{conf/iscas/DoulamisDK00,
title = {Efficient video summarization based on a fuzzy video content representation.},
year = {2000},
booktitle = {ISCAS},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {IEEE International Symposium on Circuits and Systems, ISCAS 2000, Emerging Technologies for the 21st Century, Geneva, Switzerland, 28-31 May 2000, Proceedings}
}
@inproceedings{conf/mm/IoannouMNKK00,
title = {Effective access to large audiovisual assets based on user preferences.},
year = {2000},
booktitle = {ACM Multimedia Workshops},
author = {{Spiros Ioannou} and {George Moschovitis} and {Klimis S. Ntalianis} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {ACM Press},
booktitle = {Proceedings of the ACM Multimedia 2000 Workshops, Los Angeles, CA, USA, October 30 - November 3, 2000}
}
@article{journals/ijait/DoulamisDNK00,
title = {Efficient Unsupervised Content-Based Segmentation in Stereoscopic Video Sequences.},
year = {2000},
journal = {Int. J. Artif. Intell. Tools},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Klimis S. Ntalianis} and {Stefanos D. Kollias}}
}
@article{journals/rti/DoulamisDK00,
title = {Improving the Performance of MPEG Compatible Encoding at Low Bit Rates Using Adaptive Neural Networks.},
year = {2000},
journal = {Real Time Imaging},
author = {{Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Stefanos D. Kollias}}
}
@article{journals/sigpro/DoulamisDK00,
title = {A fuzzy video content representation for video summarization and content-based retrieval.},
year = {2000},
journal = {Signal Process.},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}}
}
@article{journals/tce/DoulamisDK00,
title = {Non-sequential video content representation using temporal variation of feature vectors.},
year = {2000},
journal = {IEEE Trans. Consumer Electron.},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}}
}
@article{journals/tcsv/Doulamis00,
title = {Efficient summarization of stereoscopic video sequences.},
year = {2000},
journal = {IEEE Trans. Circuits Syst. Video Technol.},
author = {{Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Yannis S. Avrithis} and {Klimis S. Ntalianis} and {Stefanos D. Kollias}}
}
@article{journals/tnn/DoulamisDK00,
title = {On-line retrainable neural networks: improving the performance of neural networks in image analysis problems.},
year = {2000},
journal = {IEEE Trans. Neural Networks Learn. Syst.},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}}
}
@inproceedings{conf/icann/DoulamisNDK01,
title = {Adaptable Neural Networks for Unsupervised Video Object Segmentation of Stereoscopic Sequences.},
year = {2001},
booktitle = {ICANN},
author = {{Anastasios D. Doulamis} and {Klimis S. Ntalianis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2001, International Conference Vienna, Austria, August 21-25, 2001 Proceedings}
}
@inproceedings{conf/icann/VotsisDDTK01,
title = {A Neural-Network-Based Approach to Adaptive Human Computer Interaction.},
year = {2001},
booktitle = {ICANN},
author = {{George N. Votsis} and {Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Nicolas Tsapatsoulis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2001, International Conference Vienna, Austria, August 21-25, 2001 Proceedings}
}
@inproceedings{conf/icip/DoulamisDKN01,
title = {Tube-embodied gradient vector flow fields for unsupervised video object plane (VOP) segmentation.},
year = {2001},
booktitle = {ICIP (2)},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias} and {Klimis S. Ntalianis}},
publisher = {IEEE},
booktitle = {Proceedings of the 2001 International Conference on Image Processing, ICIP 2001, Thessaloniki, Greece, October 7-10, 2001}
}
@inproceedings{conf/icmcs/NtalianisDDK01,
title = {Automatic Content-Based Organization Of Video Sequences For Multimedia Applications.},
year = {2001},
booktitle = {ICME},
author = {{Klimis S. Ntalianis} and {Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, ICME 2001, August 22-25, 2001, Tokyo, Japan}
}
@inproceedings{conf/icmcs/NtalianisDKD01,
title = {Multiresolution Gradient Vector Flow Field: A Fast Implementation Towards Video Object Plane Segmentation.},
year = {2001},
booktitle = {ICME},
author = {{Klimis S. Ntalianis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias} and {Anastasios D. Doulamis}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, ICME 2001, August 22-25, 2001, Tokyo, Japan}
}
@inproceedings{conf/icmcs/NtalianisIKMK01,
title = {Visual Information Retrieval From Annotated Large Audiovisual Assets Based On User Profiling And Collaborative Recommendations.},
year = {2001},
booktitle = {ICME},
author = {{Klimis S. Ntalianis} and {Spiros Ioannou} and {Kostas Karpouzis} and {George Moschovitis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, ICME 2001, August 22-25, 2001, Tokyo, Japan}
}
@inproceedings{conf/mmsp/NtalianisDDKK01,
title = {A multiscale tree-structure for fast browsing and effective transmission of video files.},
year = {2001},
booktitle = {MMSP},
author = {{Klimis S. Ntalianis} and {Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Ioannis Z. Koukoutsidis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Fourth IEEE Workshop on Multimedia Signal Processing, MMSP 2001, Cannes, France, October 3-5, 2001}
}
@article{journals/mva/AvrithisXK01,
title = {Affine-invariant curve normalization for object shape representation, classification, and retrieval.},
year = {2001},
journal = {Mach. Vis. Appl.},
author = {{Yannis Avrithis} and {Yiannis Xirouhakis} and {Stefanos D. Kollias}}
}
@article{journals/paa/TsapatsoulisAK01,
title = {Facial Image Indexing in Multimedia Databases.},
year = {2001},
journal = {Pattern Anal. Appl.},
author = {{Nicolas Tsapatsoulis} and {Yannis Avrithis} and {Stefanos D. Kollias}}
}
@article{journals/spm/CowieDTVKFT01,
title = {Emotion recognition in human-computer interaction.},
year = {2001},
journal = {IEEE Signal Process. Mag.},
author = {{Roddy Cowie} and {Ellen Douglas-Cowie} and {Nicolas Tsapatsoulis} and {George N. Votsis} and {Stefanos D. Kollias} and {Winfried A. Fellenz} and {John G. Taylor}}
}
@article{journals/tsmc/GeorgilakisDDHK01,
title = {A novel iron loss reduction technique for distribution transformers based on a combined genetic algorithm - neural network approach.},
year = {2001},
journal = {IEEE Trans. Syst. Man Cybern. Syst.},
author = {{Pavlos S. Georgilakis} and {Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Nikos D. Hatziargyriou} and {Stefanos D. Kollias}}
}
@inproceedings{conf/fqas/AkrivasWSK02,
title = {Context - Sensitive Query Expansion Based on Fuzzy Clustering of Index Terms.},
year = {2002},
booktitle = {FQAS},
author = {{Giorgos Akrivas} and {Manolis Wallace} and {Giorgos B. Stamou} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Flexible Query Answering Systems, 5th International Conference, FQAS 2002, Copenhagen, Denmark, October 27-29, 2002, Proceedings}
}
@inproceedings{conf/icann/NtalianisDDK02,
title = {Neural Networks Retraining for Unsupervised Video Object Segmentation of Videoconference Sequences.},
year = {2002},
booktitle = {ICANN},
author = {{Klimis S. Ntalianis} and {Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2002, International Conference, Madrid, Spain, August 28-30, 2002, Proceedings}
}
@inproceedings{conf/icdsp/NtalianisDDK02,
title = {Unsupervised segmentation of stereoscopic video objects: investigation of two depth-based approaches.},
year = {2002},
booktitle = {DSP},
author = {{Klimis S. Ntalianis} and {Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {14th International Conference on Digital Signal Processing, DSP 2002, Santorini, Greece, July 1-3, 2002}
}
@inproceedings{conf/icip/DoulamisDKN02,
title = {Video object articulation using depth-based content segmentation approaches.},
year = {2002},
booktitle = {ICIP (2)},
author = {{Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Stefanos D. Kollias} and {Klimis S. Ntalianis}},
publisher = {IEEE},
booktitle = {Proceedings of the 2002 International Conference on Image Processing, ICIP 2002, Rochester, New York, USA, September 22-25, 2002}
}
@inproceedings{conf/icip/DoulamisDKN02a,
title = {An automatic scheme for stereoscopic video object-based watermarking using qualified significant wavelet trees.},
year = {2002},
booktitle = {ICIP (3)},
author = {{Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Stefanos D. Kollias} and {Klimis S. Ntalianis}},
publisher = {IEEE},
booktitle = {Proceedings of the 2002 International Conference on Image Processing, ICIP 2002, Rochester, New York, USA, September 22-25, 2002}
}
@inproceedings{conf/icmcs/NtalianisDDK02,
title = {A robust steganographic wavelet-based system for resistant message hiding under error prone networks.},
year = {2002},
booktitle = {ICME (2)},
author = {{Klimis S. Ntalianis} and {Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, ICME 2002, Lausanne, Switzerland. August 26-29, 2002. Volume II}
}
@inproceedings{conf/setn/AvrithisSDK02,
title = {Intelligent Semantic Access to Audiovisual Content.},
year = {2002},
booktitle = {SETN},
author = {{Yannis Avrithis} and {Giorgos B. Stamou} and {Anastasios Delopoulos} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Methods and Applications of Artificial Intelligence, Second Hellenic Conference on AI, SETN 2002. Thessaloniki, Greece, April 11-12, 2002, Proceedings}
}
@article{journals/ejasp/RaouzaiouTKK02,
title = {Parameterized Facial Expression Synthesis Based on MPEG-4.},
year = {2002},
journal = {EURASIP J. Adv. Signal Process.},
author = {{Amaryllis Raouzaiou} and {Nicolas Tsapatsoulis} and {Kostas Karpouzis} and {Stefanos D. Kollias}}
}
@article{journals/icae/DoulamisDGKH02,
title = {A synergetic neural network-genetic scheme for optimal transformer construction.},
year = {2002},
journal = {Integr. Comput. Aided Eng.},
author = {{Nikolaos D. Doulamis} and {Anastasios D. Doulamis} and {Pavlos S. Georgilakis} and {Stefanos D. Kollias} and {Nikos D. Hatziargyriou}}
}
@article{journals/sigpro/DoulamisDK02,
title = {Erratum to: "A fuzzy video content representation for video summarization and content-based retrieval" [Signal Processing 80(6) (2000) 1049-1067].},
year = {2002},
journal = {Signal Process.},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}}
}
@inproceedings{conf/amr/TzouveliATAK03,
title = {Intelligent Visual Descriptor Extraction from Video Sequences.},
year = {2003},
booktitle = {Adaptive Multimedia Retrieval},
author = {{Paraskevi K. Tzouveli} and {Georgios Andreou} and {Gabriel Tsechpenakis} and {Yannis Avrithis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Adaptive Multimedia Retrieval: First International Workshop, AMR 2003, Hamburg, Germany, September 15-16, 2003, Revised Selected and Invited Papers}
}
@inproceedings{conf/hci/DrosopoulosBIKK03,
title = {Emotionally-rich Man-machine Interaction Based on Ges-ture Analysis.},
year = {2003},
booktitle = {HCI (4)},
author = {{Athanasios I. Drosopoulos} and {Themis Balomenos} and {Spiros Ioannou} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {Lawrence Erlbaum},
booktitle = {Human-Computer Interaction: Universal Access in HCI: Inclusive Design in the Information Society, Proceedings of HCI International 2003 (the 10th International Conference on Human-Computer Interaction), HCI 2003, Crete, Greece, June 22-27, 2003, Volume 4.}
}
@inproceedings{conf/hvei/BalomenosDRKK03,
title = {Use of finite element method in 3D structure and motion estimation of nonrigid objects.},
year = {2003},
booktitle = {Human Vision and Electronic Imaging},
author = {{Themis Balomenos} and {Athanasios I. Drosopoulos} and {Amaryllis Raouzaiou} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {SPIE},
booktitle = {Human Vision and Electronic Imaging VIII, Santa Clara, CA, USA, January 20, 2003}
}
@inproceedings{conf/icalt/WallaceSKK03,
title = {Towards Supporting the Teaching of History Using an Intelligent Information System that Relies on the Electronic Road Metaphor.},
year = {2003},
booktitle = {ICALT},
author = {{Manolis Wallace} and {Mary Stefanou} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {2003 IEEE International Conference on Advanced Learning Technologies, ICALT 2003, Athens, Greece, July 9-11, 2003}
}
@inproceedings{conf/icann/RaouzaiouIKTKC03,
title = {An Intelligent Scheme for Facial Expression Recognition.},
year = {2003},
booktitle = {ICANN},
author = {{Amaryllis Raouzaiou} and {Spiros Ioannou} and {Kostas Karpouzis} and {Nicolas Tsapatsoulis} and {Stefanos D. Kollias} and {Roddy Cowie}},
publisher = {Springer},
booktitle = {Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings}
}
@inproceedings{conf/icann/TaylorFCDFK03,
title = {An Emotional Recognition Architecture Based on Human Brain Structure.},
year = {2003},
booktitle = {ICANN},
author = {{John G. Taylor} and {Nickolaos F. Fragopanagos} and {Roddy Cowie} and {Ellen Douglas-Cowie} and {Stavroula-Evita Fotinea} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings}
}
@inproceedings{conf/icann/TzouvarasSK03,
title = {Knowledge Refinement Using Fuzzy Compositional Neural Networks.},
year = {2003},
booktitle = {ICANN},
author = {{Vassilis Tzouvaras} and {Giorgos B. Stamou} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings}
}
@inproceedings{conf/icip/TzouvarasTSK03,
title = {Adaptive rule-based recognition of events in video sequences.},
year = {2003},
booktitle = {ICIP (2)},
author = {{Vassilis Tzouvaras} and {Gabriel Tsechpenakis} and {Giorgos B. Stamou} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Proceedings of the 2003 International Conference on Image Processing, ICIP 2003, Barcelona, Catalonia, Spain, September 14-18, 2003}
}
@inproceedings{conf/icmcs/KarpouzisRTIK03,
title = {MPEG-4: one multimedia standard to unite all.},
year = {2003},
booktitle = {ICME},
author = {{Kostas Karpouzis} and {Amaryllis Raouzaiou} and {Paraskevi K. Tzouveli} and {Spiros Ioannou} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, ICME 2003, 6-9 July 2003, Baltimore, MD, USA}
}
@inproceedings{conf/icmcs/RaouzaiouKK03,
title = {Emotion representation for online gaming.},
year = {2003},
booktitle = {ICME},
author = {{Amaryllis Raouzaiou} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, ICME 2003, 6-9 July 2003, Baltimore, MD, USA}
}
@inproceedings{conf/icmcs/TsechpenakisRTK03,
title = {Object tracking in clutter and partial occlusion through rule-driven utilization of Snakes.},
year = {2003},
booktitle = {ICME},
author = {{Gabriel Tsechpenakis} and {Kostas Rapantzikos} and {Nicolas Tsapatsoulis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, ICME 2003, 6-9 July 2003, Baltimore, MD, USA}
}
@inproceedings{conf/vlbv/RaouzaiouKK03,
title = {Online Gaming and Emotion Representation.},
year = {2003},
booktitle = {VLBV},
author = {{Amaryllis Raouzaiou} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Visual Content Processing and Representation, 8th International Workshop, VLBV 2003, Madrid, Spain, September 18-19, 2003, Proceedings}
}
@inproceedings{conf/vlbv/TzouveliNK03,
title = {Automatic Videoconference Objects Watermarking Using Object Adapted Qualified Significant Wavelet Trees.},
year = {2003},
booktitle = {VLBV},
author = {{Paraskevi K. Tzouveli} and {Klimis S. Ntalianis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Visual Content Processing and Representation, 8th International Workshop, VLBV 2003, Madrid, Spain, September 18-19, 2003, Proceedings}
}
@inproceedings{conf/vrml/KolliasK03,
title = {Emotionally-rich virtual worlds with emotion synthesis.},
year = {2003},
booktitle = {Web3D},
author = {{Stefanos D. Kollias} and {Kostas Karpouzis}},
publisher = {ACM},
booktitle = {Proceeding of the Eighth International Conference on 3D Web Technology, Web3D 2003, Saint Malo, France, March 9-12, 2003}
}
@article{journals/ejasp/DarasKGATKS03,
title = {MPEG-4 Authoring Tool Using Moving Object Segmentation and Tracking in Video Shots.},
year = {2003},
journal = {EURASIP J. Adv. Signal Process.},
author = {{Petros Daras} and {Ioannis Kompatsiaris} and {Ilias Grinias} and {Giorgos Akrivas} and {Georgios Tziritas} and {Stefanos D. Kollias} and {Michael G. Strintzis}}
}
@article{journals/ieeemm/WallaceKSMKS03,
title = {The Electronic Road: Personalized Content Browsing.},
year = {2003},
journal = {IEEE Multim.},
author = {{Manolis Wallace} and {Kostas Karpouzis} and {Giorgos B. Stamou} and {George Moschovitis} and {Stefanos D. Kollias} and {Christos N. Schizas}}
}
@article{journals/jitt/WallaceMKKK03,
title = {Intelligent One-Stop-Shop Travel Recommendations Using an Adaptive Neural Network and Clustering of History.},
year = {2003},
journal = {J. Inf. Technol. Tour.},
author = {{Manolis Wallace} and {Ilias Maglogiannis} and {Kostas Karpouzis} and {George Kormentzas} and {Stefanos D. Kollias}}
}
@article{journals/spic/VotsisDK03,
title = {A modular approach to facial feature segmentation on real sequences.},
year = {2003},
journal = {Signal Process. Image Commun.},
author = {{George N. Votsis} and {Athanasios I. Drosopoulos} and {Stefanos D. Kollias}}
}
@article{journals/tnn/DoulamisDK03,
title = {An adaptable neural-network model for recursive nonlinear traffic prediction and modeling of MPEG video sources.},
year = {2003},
journal = {IEEE Trans. Neural Networks},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Stefanos D. Kollias}}
}
@article{journals/tnn/DoulamisDNK03,
title = {An efficient fully unsupervised video object segmentation scheme using an adaptive neural-network classifier architecture.},
year = {2003},
journal = {IEEE Trans. Neural Networks},
author = {{Anastasios D. Doulamis} and {Nikolaos D. Doulamis} and {Klimis S. Ntalianis} and {Stefanos D. Kollias}}
}
@inproceedings{conf/fuzzIEEE/WallaceK04,
title = {Computationally efficient incremental transitive closure of sparse fuzzy binary relations.},
year = {2004},
booktitle = {FUZZ-IEEE},
author = {{Manolis Wallace} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2004, Budapest, Hungary, July 25-29, 2004.}
}
@inproceedings{conf/fuzzIEEE/WallaceRTK04,
title = {Facial expression classification based on MPEG-4 FAPs: the use of evidence and prior knowledge for uncertainty removal.},
year = {2004},
booktitle = {FUZZ-IEEE},
author = {{Manolis Wallace} and {Amaryllis Raouzaiou} and {Nicolas Tsapatsoulis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2004, Budapest, Hungary, July 25-29, 2004.}
}
@inproceedings{conf/iadis/TzouveliMK04,
title = {SPERO - A Personalized Integrated E-Learning System.},
year = {2004},
booktitle = {ICWI},
author = {{Paraskevi K. Tzouveli} and {Phivos Mylonas} and {Stefanos D. Kollias}},
publisher = {IADIS},
booktitle = {Proceedings of the IADIS International Conference WWW/Internet 2004, Madrid, Spain, 2 Volumes}
}
@inproceedings{conf/icalt/MylonasTK04,
title = {Towards a Personalized e-Learning Scheme for Teachers.},
year = {2004},
booktitle = {ICALT},
author = {{Phivos Mylonas} and {Paraskevi K. Tzouveli} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the IEEE International Conference on Advanced Learning Technologies, ICALT 2004, Joensuu, Finland, August 30 - September 1, 2004}
}
@inproceedings{conf/iceis/RaouzaiouKK04,
title = {Emotion Synthesis in Virtual Environments.},
year = {2004},
booktitle = {ICEIS (5)},
author = {{Amaryllis Raouzaiou} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
booktitle = {ICEIS 2004, Proceedings of the 6th International Conference on Enterprise Information Systems, Porto, Portugal, April 14-17, 2004}
}
@inproceedings{conf/iceis/WallaceK04,
title = {Robust, Generalized, Quick and Efficient Agglomerative Clustering.},
year = {2004},
booktitle = {ICEIS (2)},
author = {{Manolis Wallace} and {Stefanos D. Kollias}},
booktitle = {ICEIS 2004, Proceedings of the 6th International Conference on Enterprise Information Systems, Porto, Portugal, April 14-17, 2004}
}
@inproceedings{conf/ismse/MylonasKAK04,
title = {Towards an integrated personalized interactive video environment.},
year = {2004},
booktitle = {ISMSE},
author = {{Phivos Mylonas} and {Kostas Karpouzis} and {Giorgos Andreou} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Sixth IEEE International Symposium on Multimedia Software Engineering, ISMSE 2004, Miami, Florida, USA, December 13-15, 2004}
}
@inproceedings{conf/mlmi/BalomenosRIDKK04,
title = {Emotion Analysis in Man-Machine Interaction Systems.},
year = {2004},
booktitle = {MLMI},
author = {{Themis Balomenos} and {Amaryllis Raouzaiou} and {Spiros Ioannou} and {Athanasios I. Drosopoulos} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Machine Learning for Multimodal Interaction, First International Workshop,MLMI 2004, Martigny, Switzerland, June 21-23, 2004, Revised Selected Papers}
}
@inproceedings{conf/mm/TzouveliKK04,
title = {Security of human video objects by incorporating a chaos-based feedback cryptographic scheme.},
year = {2004},
booktitle = {ACM Multimedia},
author = {{Paraskevi K. Tzouveli} and {Klimis S. Ntalianis} and {Stefanos D. Kollias}},
publisher = {ACM},
booktitle = {Proceedings of the 12th ACM International Conference on Multimedia, New York, NY, USA, October 10-16, 2004}
}
@inproceedings{conf/mmsp/RaouzaiouKK04,
title = {Emotion synthesis in the MPEG-4 framework.},
year = {2004},
booktitle = {MMSP},
author = {{Amaryllis Raouzaiou} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {IEEE 6th Workshop on Multimedia Signal Processing, MMSP 2004, 29 September-1 October 2004, Siena, Italy}
}
@inproceedings{conf/setn/IoannouRKPTK04,
title = {Adaptive Rule-Based Facial Expression Recognition.},
year = {2004},
booktitle = {SETN},
author = {{Spiros Ioannou} and {Amaryllis Raouzaiou} and {Kostas Karpouzis} and {Minas Pertselakis} and {Nicolas Tsapatsoulis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Methods and Applications of Artificial Intelligence, Third Helenic Conference on AI, SETN 2004, Samos, Greece, May 5-8, 2004, Proceedings}
}
@inproceedings{conf/setn/MylonasWK04,
title = {Using k-Nearest Neighbor and Feature Selection as an Improvement to Hierarchical Clustering.},
year = {2004},
booktitle = {SETN},
author = {{Phivos Mylonas} and {Manolis Wallace} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Methods and Applications of Artificial Intelligence, Third Helenic Conference on AI, SETN 2004, Samos, Greece, May 5-8, 2004, Proceedings}
}
@inproceedings{conf/setn/TzouvarasSK04,
title = {Semi-automatic Extraction of Semantics from Football Video Sequences.},
year = {2004},
booktitle = {SETN},
author = {{Vassilis Tzouvaras} and {Giorgos B. Stamou} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Methods and Applications of Artificial Intelligence, Third Helenic Conference on AI, SETN 2004, Samos, Greece, May 5-8, 2004, Proceedings}
}
@article{journals/eait/WallaceKSMK04,
title = {Electronic Roads in Historical Documents: A Student Oriented Approach.},
year = {2004},
journal = {Educ. Inf. Technol.},
author = {{Manolis Wallace} and {Kostas Karpouzis} and {Mary Stefanou} and {Ilias Maglogiannis} and {Stefanos D. Kollias}}
}
@article{journals/ejasp/AizawaHKMS04,
title = {Editorial.},
year = {2004},
journal = {EURASIP J. Adv. Signal Process.},
author = {{Kiyoharu Aizawa} and {Thomas S. Huang} and {Stefanos D. Kollias} and {Petros Maragos} and {Ralf Schäfer}}
}
@article{journals/ejasp/TsechpenakisRTK04,
title = {Rule-Driven Object Tracking in Clutter and Partial Occlusion with Model-Based Snakes.},
year = {2004},
journal = {EURASIP J. Adv. Signal Process.},
author = {{Gabriel Tsechpenakis} and {Konstantinos Rapantzikos} and {Nicolas Tsapatsoulis} and {Stefanos D. Kollias}}
}
@article{journals/ijig/TsechpenakisTK04,
title = {Probabilistic Boundary-Based Contour Tracking With Snakes In Natural Cluttered Video Sequences.},
year = {2004},
journal = {Int. J. Image Graph.},
author = {{Gabriel Tsechpenakis} and {Nicolas Tsapatsoulis} and {Stefanos D. Kollias}}
}
@article{journals/mta/KarpouzisMNIK04,
title = {Web Access to Large Audiovisual Assets Based on User Preferences.},
year = {2004},
journal = {Multim. Tools Appl.},
author = {{Kostas Karpouzis} and {George Moschovitis} and {Klimis S. Ntalianis} and {Spiros Ioannou} and {Stefanos D. Kollias}}
}
@article{journals/spic/TsechpenakisRTK04,
title = {A snake model for object tracking in natural sequences.},
year = {2004},
journal = {Signal Process. Image Commun.},
author = {{Gavrill Tsechpenakis} and {Konstantinos Rapantzikos} and {Nicolas Tsapatsoulis} and {Stefanos D. Kollias}}
}
@article{journals/tsmc/AkrivasSK04,
title = {Semantic association of multimedia document descriptions through fuzzy relational algebra and fuzzy reasoning.},
year = {2004},
journal = {IEEE Trans. Syst. Man Cybern. Part A},
author = {{Giorgos Akrivas} and {Giorgos B. Stamou} and {Stefanos D. Kollias}}
}
@incollection{books/idea/encyclopedia2005/KarpouzisDIRTK05,
title = {Facial and Body Feature Extraction for Emotionally-Rich HCI.},
year = {2005},
booktitle = {Encyclopedia of Information Science and Technology (II)},
author = {{Kostas Karpouzis} and {Athanasios I. Drosopoulos} and {Spiros Ioannou} and {Amaryllis Raouzaiou} and {Nicolas Tsapatsoulis} and {Stefanos D. Kollias}},
publisher = {Idea Group},
booktitle = {Encyclopedia of Information Science and Technology (5 Volumes)}
}
@incollection{books/wi/05/TzouvarasSK05,
title = {A Fuzzy Knowledge-Based System for Multimedia Applications.},
year = {2005},
booktitle = {Multimedia Content and the Semantic Web},
author = {{Vassilis Tzouvaras} and {Giorgos Stamou} and {Stefanos D. Kollias}},
publisher = {Wiley},
booktitle = {Multimedia Content and the Semantic Web}
}
@incollection{books/wi/05/WallaceASK05,
title = {Knowledge-Based Multimedia Content Indexing and Retrieval.},
year = {2005},
booktitle = {Multimedia Content and the Semantic Web},
author = {{Manolis Wallace} and {Yannis Avrithis} and {Giorgos Stamou} and {Stefanos D. Kollias}},
publisher = {Wiley},
booktitle = {Multimedia Content and the Semantic Web}
}
@inproceedings{conf/fuzzIEEE/IoannouWKRK05,
title = {Confidence-Based Fusion of Multiple Feature Cues for Facial Expression Recognition.},
year = {2005},
booktitle = {FUZZ-IEEE},
author = {{Spiros Ioannou} and {Manolis Wallace} and {Kostas Karpouzis} and {Amaryllis Raouzaiou} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2005, Reno, Nevada, USA, May 22-25, 2005.}
}
@inproceedings{conf/fuzzIEEE/RapantzikosAK05,
title = {Handling Uncertainty in Video Analysis with Spatiotemporal Visual Attention.},
year = {2005},
booktitle = {FUZZ-IEEE},
author = {{Konstantinos Rapantzikos} and {Yannis Avrithis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2005, Reno, Nevada, USA, May 22-25, 2005.}
}
@inproceedings{conf/fuzzIEEE/WallaceK05,
title = {Possibilistic Evaluation of Extended Fuzzy Rules in the Presence of Uncertainty.},
year = {2005},
booktitle = {FUZZ-IEEE},
author = {{Manolis Wallace} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2005, Reno, Nevada, USA, May 22-25, 2005.}
}
@inproceedings{conf/icip/IoannouWKRK05,
title = {Combination of multiple extraction algorithms in the detection of facial features.},
year = {2005},
booktitle = {ICIP (2)},
author = {{Spiros Ioannou} and {Manolis Wallace} and {Kostas Karpouzis} and {Amaryllis Raouzaiou} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Proceedings of the 2005 International Conference on Image Processing, ICIP 2005, Genoa, Italy, September 11-14, 2005}
}
@inproceedings{conf/icip/NtalianisK05,
title = {Chaotic video objects encryption based on mixed feedback, multiresolution decomposition and time-variant S-boxes.},
year = {2005},
booktitle = {ICIP (2)},
author = {{Klimis S. Ntalianis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Proceedings of the 2005 International Conference on Image Processing, ICIP 2005, Genoa, Italy, September 11-14, 2005}
}
@inproceedings{conf/icmcs/CowieDTIWK05,
title = {An intelligent system for facial emotion recognition.},
year = {2005},
booktitle = {ICME},
author = {{Roddy Cowie} and {Ellen Douglas-Cowie} and {John G. Taylor} and {Spiros Ioannou} and {Manolis Wallace} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, ICME 2005, July 6-9, 2005, Amsterdam, The Netherlands}
}
@inproceedings{conf/icmcs/KolliasK05,
title = {Multimodal Emotion Recognition and Expressivity Analysis.},
year = {2005},
booktitle = {ICME},
author = {{Stefanos D. Kollias} and {Kostas Karpouzis}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, ICME 2005, July 6-9, 2005, Amsterdam, The Netherlands}
}
@inproceedings{conf/icmcs/NtalianisK05,
title = {An Optimized Key-Frames Extraction Scheme Based on SVD and Correlation Minimization.},
year = {2005},
booktitle = {ICME},
author = {{Klimis S. Ntalianis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, ICME 2005, July 6-9, 2005, Amsterdam, The Netherlands}
}
@inproceedings{conf/semweb/StoilosSK05,
title = {A String Metric for Ontology Alignment.},
year = {2005},
booktitle = {ISWC},
author = {{Giorgos Stoilos} and {Giorgos B. Stamou} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {The Semantic Web - ISWC 2005, 4th International Semantic Web Conference, ISWC 2005, Galway, Ireland, November 6-10, 2005, Proceedings}
}
@inproceedings{conf/vlbv/RaouzaiouSKK05,
title = {An Intermediate Expressions' Generator System in the MPEG-4 Framework.},
year = {2005},
booktitle = {VLBV},
author = {{Amaryllis Raouzaiou} and {Evaggelos Spyrou} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Visual Content Processing and Representation, 9th International Workshop, VLBV 2005, Sardinia, Italy, September 15-16, 2005, Revised Selected Papers}
}
@inproceedings{conf/vlbv/TzouveliNK05,
title = {Video Object Watermarking Based on Moments.},
year = {2005},
booktitle = {VLBV},
author = {{Paraskevi K. Tzouveli} and {Klimis S. Ntalianis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Visual Content Processing and Representation, 9th International Workshop, VLBV 2005, Sardinia, Italy, September 15-16, 2005, Revised Selected Papers}
}
@article{journals/nn/IoannouRTMKK05,
title = {Emotion recognition through facial expression analysis based on a neurofuzzy network.},
year = {2005},
journal = {Neural Networks},
author = {{Spiros Ioannou} and {Amaryllis Raouzaiou} and {Vassilis Tzouvaras} and {Theofilos P. Mailis} and {Kostas Karpouzis} and {Stefanos D. Kollias}}
}
@article{journals/nn/WallaceTK05,
title = {Intelligent initialization of resource allocating RBF networks.},
year = {2005},
journal = {Neural Networks},
author = {{Manolis Wallace} and {Nicolas Tsapatsoulis} and {Stefanos D. Kollias}}
}
@inproceedings{conf/icann/IoannouKCKAK06,
title = {Adaptive On-Line Neural Network Retraining for Real Life Multimodal Emotion Recognition.},
year = {2006},
booktitle = {ICANN (1)},
author = {{Spiros Ioannou} and {Loïc Kessous} and {George Caridakis} and {Kostas Karpouzis} and {Vered Aharonson} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2006, 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part I}
}
@inproceedings{conf/icmcs/TzouveliNK06,
title = {Confronting the Synchronization Problem of Semantic Region Under Geometric Attacks.},
year = {2006},
booktitle = {ICME},
author = {{Paraskevi K. Tzouveli} and {Klimis S. Ntalianis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, ICME 2006, July 9-12 2006, Toronto, Ontario, Canada}
}
@inproceedings{conf/ifip12/MalatestaRK06,
title = {MPEG-4 Facial Expression Synthesis based on Appraisal Theory.},
year = {2006},
booktitle = {AIAI},
author = {{Lori Malatesta} and {Amaryllis Raouzaiou} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artificial Intelligence Applications and Innovations, 3rd IFIP Conference on Artificial Intelligence Applications and Innovations (AIAI) 2006, June 7-9, 2006, Athens, Greece}
}
@inproceedings{conf/ifip12/TzouveliAK06,
title = {Fast Video Object Tracking using Affine Invariant Normalization.},
year = {2006},
booktitle = {AIAI},
author = {{Paraskevi K. Tzouveli} and {Yannis Avrithis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artificial Intelligence Applications and Innovations, 3rd IFIP Conference on Artificial Intelligence Applications and Innovations (AIAI) 2006, June 7-9, 2006, Athens, Greece}
}
@inproceedings{conf/ifip12/TzouveliNK06,
title = {Chaotic Encryption Driven Watermarking of Human Video Objects Based on Hu Moments.},
year = {2006},
booktitle = {AIAI},
author = {{Paraskevi K. Tzouveli} and {Klimis S. Ntalianis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artificial Intelligence Applications and Innovations, 3rd IFIP Conference on Artificial Intelligence Applications and Innovations (AIAI) 2006, June 7-9, 2006, Athens, Greece}
}
@inproceedings{conf/ijcnn/ChortarasSSK06,
title = {A Connectionist Model for Weighted Fuzzy Programs.},
year = {2006},
booktitle = {IJCNN},
author = {{Alexandros Chortaras} and {Giorgos B. Stamou} and {Andreas Stafylopatis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006}
}
@inproceedings{conf/ijcnn/IoannouWK06,
title = {Intelligent Facial Analysis and Expression Recognition.},
year = {2006},
booktitle = {IJCNN},
author = {{Spiros Ioannou} and {Manolis Wallace} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Proceedings of the International Joint Conference on Neural Networks, IJCNN 2006, part of the IEEE World Congress on Computational Intelligence, WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006}
}
@inproceedings{conf/samt/SpyrouKAK06,
title = {Using Local Region Semantics for Concept Detection in Video.},
year = {2006},
booktitle = {SAMT (Posters and Demos)},
author = {{Evaggelos Spyrou} and {George Koumoulos} and {Yannis Avrithis} and {Stefanos D. Kollias}},
publisher = {CEUR-WS.org},
booktitle = {Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, Athens, Greece, December 6-8, 2006}
}
@inproceedings{conf/smap/AndreouKMK06,
title = {MPEG-21 concepts for personalized consumption of heterogeneous multimedia.},
year = {2006},
booktitle = {SMAP},
author = {{Giorgos Andreou} and {Kostas Karpouzis} and {Ilias Maglogiannis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {First International Workshop on Semantic Media Adaptation and Personalization, SMAP 2006, Athens, Greece, December 4-5, 2006}
}
@article{journals/expert/StoilosSSK06,
title = {Uncertainty and the Semantic Web.},
year = {2006},
journal = {IEEE Intell. Syst.},
author = {{Giorgos Stoilos} and {Nikos Simou} and {Giorgos B. Stamou} and {Stefanos D. Kollias}}
}
@article{journals/fss/WallaceAK06,
title = {Computationally efficient sup-t transitive closure for sparse fuzzy binary relations.},
year = {2006},
journal = {Fuzzy Sets Syst.},
author = {{Manolis Wallace} and {Yannis Avrithis} and {Stefanos D. Kollias}}
}
@article{journals/ijista/WallaceIRKK06,
title = {Dealing with feature uncertainty in facial expression recognition.},
year = {2006},
journal = {Int. J. Intell. Syst. Technol. Appl.},
author = {{Manolis Wallace} and {Spiros Ioannou} and {Amaryllis Raouzaiou} and {Kostas Karpouzis} and {Stefanos D. Kollias}}
}
@article{journals/jvca/Garcia-RojasVTRKKMM06,
title = {Emotional face expression profiles supported by virtual human ontology.},
year = {2006},
journal = {Comput. Animat. Virtual Worlds},
author = {{Alejandra García-Rojas} and {Frédéric Vexo} and {Daniel Thalmann} and {Amaryllis Raouzaiou} and {Kostas Karpouzis} and {Stefanos D. Kollias} and {Laurent Moccozet} and {Nadia Magnenat-Thalmann}}
}
@article{journals/tsmc/WallaceAADK06,
title = {Integrating Multimedia Archives: The Architecture and the Content Layer.},
year = {2006},
journal = {IEEE Trans. Syst. Man Cybern. Part A},
author = {{Manolis Wallace} and {Thanos Athanasiadis} and {Yannis Avrithis} and {Anastasios Delopoulos} and {Stefanos D. Kollias}}
}
@incollection{reference/mm/KarpouzisK06,
title = {Facial Animation and Affective Human-Computer Interaction.},
year = {2006},
booktitle = {Encyclopedia of Multimedia},
author = {{Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Encyclopedia of Multimedia}
}
@incollection{reference/mm/StamouK06,
title = {Multimedia Semantics.},
year = {2006},
booktitle = {Encyclopedia of Multimedia},
author = {{Giorgos B. Stamou} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Encyclopedia of Multimedia}
}
@incollection{reference/mm/WallaceAK06,
title = {Multimedia Archives and Mediators.},
year = {2006},
booktitle = {Encyclopedia of Multimedia},
author = {{Manolis Wallace} and {Yannis Avrithis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Encyclopedia of Multimedia}
}
@inproceedings{conf/aihc/KarpouzisCKARMK07,
title = {Modeling Naturalistic Affective States Via Facial, Vocal, and Bodily Expressions Recognition.},
year = {2007},
booktitle = {Artifical Intelligence for Human Computing},
author = {{Kostas Karpouzis} and {George Caridakis} and {Loïc Kessous} and {Noam Amir} and {Amaryllis Raouzaiou} and {Lori Malatesta} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artifical Intelligence for Human Computing, ICMI 2006 and IJCAI 2007 International Workshops, Banff, Canada, November 3, 2006, Hyderabad, India, January 6, 2007, Revised Seleced and Invited Papers}
}
@inproceedings{conf/civr/RapantzikosAK07,
title = {Spatiotemporal saliency for event detection and representation in the 3D wavelet domain: potential in human action recognition.},
year = {2007},
booktitle = {CIVR},
author = {{Konstantinos Rapantzikos} and {Yannis Avrithis} and {Stefanos D. Kollias}},
publisher = {ACM},
booktitle = {Proceedings of the 6th ACM International Conference on Image and Video Retrieval, CIVR 2007, Amsterdam, The Netherlands, July 9-11, 2007}
}
@inproceedings{conf/fuzzIEEE/VenetisSSK07,
title = {f-DLPs: Extending Description Logic Programs with Fuzzy Sets and Fuzzy Logic.},
year = {2007},
booktitle = {FUZZ-IEEE},
author = {{Tassos Venetis} and {Giorgos Stoilos} and {Giorgos B. Stamou} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {FUZZ-IEEE 2007, IEEE International Conference on Fuzzy Systems, Imperial College, London, UK, 23-26 July, 2007, Proceedings}
}
@inproceedings{conf/icann/CaridakisPDSK07,
title = {Probabilistic Video-Based Gesture Recognition Using Self-organizing Feature Maps.},
year = {2007},
booktitle = {ICANN (2)},
author = {{George Caridakis} and {Christos Pateritsas} and {Athanasios I. Drosopoulos} and {Andreas Stafylopatis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part II}
}
@inproceedings{conf/icip/RapantzikosAK07,
title = {salienShrink: Saliency-Based Wavelet Shrinkage.},
year = {2007},
booktitle = {ICIP (1)},
author = {{Konstantinos Rapantzikos} and {Yannis Avrithis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Proceedings of the International Conference on Image Processing, ICIP 2007, September 16-19, 2007, San Antonio, Texas, USA}
}
@inproceedings{conf/isvc/RaftopoulosK07,
title = {The Global-Local Transformation for Invariant Shape Representation.},
year = {2007},
booktitle = {ISVC (2)},
author = {{Konstantinos Raftopoulos} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Advances in Visual Computing, Third International Symposium, ISVC 2007, Lake Tahoe, NV, USA, November 26-28, 2007, Proceedings, Part II}
}
@inproceedings{conf/semco/RaftopoulosPNK07,
title = {Semantic clustering of information systems' users with stochastic techniques.},
year = {2007},
booktitle = {ICSC},
author = {{Konstantinos Raftopoulos} and {Nikolaos Papadakis} and {Klimis S. Ntalianis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), September 17-19, 2007, Irvine, California, USA}
}
@inproceedings{conf/smap/AsteriadisTKK07,
title = {Non-Verbal Feedback on User Interest Based on Gaze Direction and Head Pose.},
year = {2007},
booktitle = {SMAP},
author = {{Stylianos Asteriadis} and {Paraskevi K. Tzouveli} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Second International Workshop on Semantic Media Adaptation and Personalization, SMAP 2007, London, United Kingdom, December 17-18, 2007}
}
@inproceedings{conf/smap/SimouATK07,
title = {Multimedia Reasoning with f-SHIN.},
year = {2007},
booktitle = {SMAP},
author = {{Nikos Simou} and {Thanos Athanasiadis} and {Vassilis Tzouvaras} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Second International Workshop on Semantic Media Adaptation and Personalization, SMAP 2007, London, United Kingdom, December 17-18, 2007}
}
@article{journals/ejivp/IoannouCKK07,
title = {Robust Feature Detection for Facial Expression Recognition.},
year = {2007},
journal = {EURASIP J. Image Video Process.},
author = {{Spiros Ioannou} and {George Caridakis} and {Kostas Karpouzis} and {Stefanos D. Kollias}}
}
@article{journals/icae/KolliasSD07,
title = {Introduction.},
year = {2007},
journal = {Integr. Comput. Aided Eng.},
author = {{Stefanos D. Kollias} and {Andreas Stafylopatis} and {Wlodzislaw Duch}}
}
@article{journals/icae/RaftopoulosPNK07,
title = {A visual pathway for shape-based invariant classification of gray scale images.},
year = {2007},
journal = {Integr. Comput. Aided Eng.},
author = {{Konstantinos Raftopoulos} and {Nikolaos Papadakis} and {Klimis S. Ntalianis} and {Stefanos D. Kollias}}
}
@article{journals/tcsv/AthanasiadisMAK07,
title = {Semantic Image Segmentation and Object Labeling.},
year = {2007},
journal = {IEEE Trans. Circuits Syst. Video Technol.},
author = {{Thanos Athanasiadis} and {Phivos Mylonas} and {Yannis Avrithis} and {Stefanos D. Kollias}}
}
@incollection{series/faia/MylonasTK07,
title = {An Integrated Approach Towards Intelligent Educational Content Adaptation.},
year = {2007},
booktitle = {Emerging Artificial Intelligence Applications in Computer Engineering},
author = {{Phivos Mylonas} and {Paraskevi K. Tzouveli} and {Stefanos D. Kollias}},
publisher = {IOS Press},
booktitle = {Emerging Artificial Intelligence Applications in Computer Engineering - Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies}
}
@inproceedings{conf/cbmi/GiannekouTAK08,
title = {Affine invariant curve matching using normalization and curvature scale-space.},
year = {2008},
booktitle = {CBMI},
author = {{Vasiliki Giannekou} and {Paraskevi K. Tzouveli} and {Yannis Avrithis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {International Workshop on Content-Based Multimedia Indexing, CBMI 2008, London, UK, June 18-20, 2008}
}
@inproceedings{conf/cisis-spain/TzouveliNK08,
title = {Semantic Region Protection Using Hu Moments and a Chaotic Pseudo-random Number Generator.},
year = {2008},
booktitle = {CISIS},
author = {{Paraskevi K. Tzouveli} and {Klimis S. Ntalianis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems, CISIS'08, Genova, Italy, October 23-24, 2008}
}
@inproceedings{conf/fgr/AsteriadisTKK08,
title = {A non-intrusive method for user focus of attention estimation in front of a computer monitor.},
year = {2008},
booktitle = {FG},
author = {{Stylianos Asteriadis} and {Paraskevi K. Tzouveli} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), Amsterdam, The Netherlands, 17-19 September 2008}
}
@inproceedings{conf/fuzzIEEE/StoilosSK08,
title = {Reasoning with qualified cardinality restrictions in fuzzy Description Logics.},
year = {2008},
booktitle = {FUZZ-IEEE},
author = {{Giorgos Stoilos} and {Giorgos B. Stamou} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {FUZZ-IEEE 2008, IEEE International Conference on Fuzzy Systems, Hong Kong, China, 1-6 June, 2008, Proceedings}
}
@inproceedings{conf/icalt/TzouveliSSSK08,
title = {Adaptive Reading Assistance for the Inclusion of Students with Dyslexia: The AGENT-DYSL Approach.},
year = {2008},
booktitle = {ICALT},
author = {{Paraskevi K. Tzouveli} and {Andreas P. Schmidt} and {Michael Schneider 001} and {Antonis Symvonis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {The 8th IEEE International Conference on Advanced Learning Technologies, ICALT 2008, Santander, Cantabria, Spain, July 1-5, 2008}
}
@inproceedings{conf/icann/AsteriadisKK08,
title = {A Neuro-fuzzy Approach to User Attention Recognition.},
year = {2008},
booktitle = {ICANN (1)},
author = {{Stylianos Asteriadis} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2008 , 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part I}
}
@inproceedings{conf/icann/ChortarasSSK08,
title = {Adaptation of Connectionist Weighted Fuzzy Logic Programs with Kripke-Kleene Semantics.},
year = {2008},
booktitle = {ICANN (1)},
author = {{Alexandros Chortaras} and {Giorgos B. Stamou} and {Andreas Stafylopatis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2008 , 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part I}
}
@inproceedings{conf/icann/SimouAKSS08,
title = {Semantic Adaptation of Neural Network Classifiers in Image Segmentation.},
year = {2008},
booktitle = {ICANN (1)},
author = {{Nikos Simou} and {Thanos Athanasiadis} and {Stefanos D. Kollias} and {Giorgos B. Stamou} and {Andreas Stafylopatis}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2008 , 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part I}
}
@inproceedings{conf/icmcs/CaridakisKPDSK08,
title = {Hand trajectory based gesture recognition using self-organizing feature maps and markov models.},
year = {2008},
booktitle = {ICME},
author = {{George Caridakis} and {Kostas Karpouzis} and {Christos Pateritsas} and {Athanasios I. Drosopoulos} and {Andreas Stafylopatis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, ICME 2008, June 23-26 2008, Hannover, Germany}
}
@inproceedings{conf/semweb/SimouSTSK08,
title = {Storing and Querying Fuzzy Knowledge in the Semantic Web.},
year = {2008},
booktitle = {URSW},
author = {{Nikos Simou} and {Giorgos Stoilos} and {Vassilis Tzouvaras} and {Giorgos B. Stamou} and {Stefanos D. Kollias}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of the Fourth International Workshop on Uncertainty Reasoning for the Semantic Web, Karlsruhe, Germany, October 26, 2008}
}
@article{journals/ce/TzouveliMK08,
title = {An intelligent e-learning system based on learner profiling and learning resources adaptation.},
year = {2008},
journal = {Comput. Educ.},
author = {{Paraskevi K. Tzouveli} and {Phivos Mylonas} and {Stefanos D. Kollias}}
}
@article{journals/ijon/CaridakisKK08,
title = {User and context adaptive neural networks for emotion recognition.},
year = {2008},
journal = {Neurocomputing},
author = {{George Caridakis} and {Kostas Karpouzis} and {Stefanos D. Kollias}}
}
@article{journals/ijon/KolliasSD08,
title = {International Conference on Artificial Neural Networks (ICANN 2006).},
year = {2008},
journal = {Neurocomputing},
author = {{Stefanos D. Kollias} and {Andreas Stafylopatis} and {Wlodzislaw Duch}}
}
@article{journals/mta/MylonasAWAK08,
title = {Semantic representation of multimedia content: Knowledge representation and semantic indexing.},
year = {2008},
journal = {Multim. Tools Appl.},
author = {{Phivos Mylonas} and {Thanos Athanasiadis} and {Manolis Wallace} and {Yannis Avrithis} and {Stefanos D. Kollias}}
}
@article{journals/sivp/SimouASK08,
title = {Image indexing and retrieval using expressive fuzzy description logics.},
year = {2008},
journal = {Signal Image Video Process.},
author = {{Nikos Simou} and {Thanos Athanasiadis} and {Giorgos Stoilos} and {Stefanos D. Kollias}}
}
@incollection{reference/mm/KarpouzisK08,
title = {Facial Animation and Affective Human-Computer Interaction.},
year = {2008},
booktitle = {Encyclopedia of Multimedia},
author = {{Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Encyclopedia of Multimedia, 2nd Ed.}
}
@incollection{reference/mm/StamouK08,
title = {Multimedia Semantics.},
year = {2008},
booktitle = {Encyclopedia of Multimedia},
author = {{Giorgos B. Stamou} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Encyclopedia of Multimedia, 2nd Ed.}
}
@incollection{reference/mm/WallaceAK08,
title = {Multimedia Archives and Mediators.},
year = {2008},
booktitle = {Encyclopedia of Multimedia},
author = {{Manolis Wallace} and {Yannis Avrithis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Encyclopedia of Multimedia, 2nd Ed.}
}
@inproceedings{conf/cvpr/RapantzikosAK09,
title = {Dense saliency-based spatiotemporal feature points for action recognition.},
year = {2009},
booktitle = {CVPR},
author = {{Konstantinos Rapantzikos} and {Yannis Avrithis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 20-25 June 2009, Miami, Florida, USA}
}
@inproceedings{conf/hci/AsteriadisKK09,
title = {Feature Extraction and Selection for Inferring User Engagement in an HCI Environment.},
year = {2009},
booktitle = {HCI (1)},
author = {{Stylianos Asteriadis} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Human-Computer Interaction. New Trends, 13th International Conference, HCI International 2009, San Diego, CA, USA, July 19-24, 2009, Proceedings, Part I}
}
@inproceedings{conf/icmi/AsteriadisSKK09,
title = {A natural head pose and eye gaze dataset.},
year = {2009},
booktitle = {AFFINE@ICMI},
author = {{Stylianos Asteriadis} and {Dimitris Soufleros} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {ACM},
booktitle = {Proceedings of the International Workshop on Affective-Aware Virtual Agents and Social Robots, AFFINE '09, Boston, Massachusetts, USA, November 6, 2009}
}
@inproceedings{conf/wiamis/CaridakisKDK09,
title = {Adaptive gesture recognition in Human Computer Interaction.},
year = {2009},
booktitle = {WIAMIS},
author = {{George Caridakis} and {Kostas Karpouzis} and {Athanasios I. Drosopoulos} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {10th Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2009, London, United Kingdom, May 6-8, 2009}
}
@article{journals/apin/MalatestaRKK09,
title = {Towards modeling embodied conversational agent character profiles using appraisal theory predictions in expression synthesis.},
year = {2009},
journal = {Appl. Intell.},
author = {{Lori Malatesta} and {Amaryllis Raouzaiou} and {Kostas Karpouzis} and {Stefanos D. Kollias}}
}
@article{journals/expert/TzouveliSSK09,
title = {Semantic Classification of Byzantine Icons.},
year = {2009},
journal = {IEEE Intell. Syst.},
author = {{Paraskevi K. Tzouveli} and {Nikos Simou} and {Giorgos B. Stamou} and {Stefanos D. Kollias}}
}
@article{journals/mta/AsteriadisTKK09,
title = {Estimation of behavioral user state based on eye gaze and head pose - application in an e-learning environment.},
year = {2009},
journal = {Multim. Tools Appl.},
author = {{Stylianos Asteriadis} and {Paraskevi K. Tzouveli} and {Kostas Karpouzis} and {Stefanos D. Kollias}}
}
@article{journals/puc/MalatestaRKK09,
title = {MPEG-4 facial expression synthesis.},
year = {2009},
journal = {Pers. Ubiquitous Comput.},
author = {{Lori Malatesta} and {Amaryllis Raouzaiou} and {Kostas Karpouzis} and {Stefanos D. Kollias}}
}
@article{journals/spic/RapantzikosTAK09,
title = {Spatiotemporal saliency for video classification.},
year = {2009},
journal = {Signal Process. Image Commun.},
author = {{Konstantinos Rapantzikos} and {Nicolas Tsapatsoulis} and {Yannis Avrithis} and {Stefanos D. Kollias}}
}
@article{journals/tmm/MylonasSAK09,
title = {Using Visual Context and Region Semantics for High-Level Concept Detection.},
year = {2009},
journal = {IEEE Trans. Multim.},
author = {{Phivos Mylonas} and {Evaggelos Spyrou} and {Yannis Avrithis} and {Stefanos D. Kollias}}
}
@inproceedings{conf/eccv/RapantzikosAK10,
title = {Detecting Regions from Single Scale Edges.},
year = {2010},
booktitle = {ECCV Workshops (1)},
author = {{Konstantinos Rapantzikos} and {Yannis Avrithis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Trends and Topics in Computer Vision - ECCV 2010 Workshops, Heraklion, Crete, Greece, September 10-11, 2010, Revised Selected Papers, Part I}
}
@inproceedings{conf/faa/AsteriadisKK10,
title = {Face tracking and head pose estimation using convolutional neural networks.},
year = {2010},
booktitle = {FAA},
author = {{Stylianos Asteriadis} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {ACM},
booktitle = {The ACM / SSPNET 2nd International Symposium on Facial Analysis and Animation, FAA '10, Edinburgh, Scotland, UK, October 21, 2010}
}
@inproceedings{conf/fuzzIEEE/SpyrouKTMK10,
title = {Intelligent content retrieval using a visual vocabulary and geometric constraints.},
year = {2010},
booktitle = {FUZZ-IEEE},
author = {{Evaggelos Spyrou} and {Yannis Kalantidis} and {Giorgos Tolias} and {Phivos Mylonas} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {FUZZ-IEEE 2010, IEEE International Conference on Fuzzy Systems, Barcelona, Spain, 18-23 July, 2010, Proceedings}
}
@inproceedings{conf/mm/KapsalasK10,
title = {Shape-stable region boundary extraction via affine morphological scale space (AMSS).},
year = {2010},
booktitle = {ACM Multimedia},
author = {{Petros Kapsalas} and {Stefanos D. Kollias}},
publisher = {ACM},
booktitle = {Proceedings of the 18th International Conference on Multimedia 2010, Firenze, Italy, October 25-29, 2010}
}
@inproceedings{conf/mm/TzouveliRNK10,
title = {Semantic object watermark re-synchronization based on skeleton vertex corresponds.},
year = {2010},
booktitle = {MiFor@MM},
author = {{Paraskevi K. Tzouveli} and {Konstantinos Raftopoulos} and {Klimis S. Ntalianis} and {Stefanos D. Kollias}},
publisher = {ACM},
booktitle = {Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, MiFor@MM 2010, Firenze, Italy, October 29, 2010}
}
@inproceedings{conf/smap/KalantidisSMK10,
title = {Using a region and visual word approach towards semantic image retrieval.},
year = {2010},
booktitle = {SMAP},
author = {{Yannis Kalantidis} and {Evaggelos Spyrou} and {Phivos Mylonas} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {5th International Workshop on Semantic Media Adaptation and Personalization, SMAP 2010, Limassol, Cyprus, December 9-10, 2010}
}
@article{journals/prl/CaridakisKDK10,
title = {SOMM: Self organizing Markov map for gesture recognition.},
year = {2010},
journal = {Pattern Recognit. Lett.},
author = {{George Caridakis} and {Kostas Karpouzis} and {Athanasios I. Drosopoulos} and {Stefanos D. Kollias}}
}
@inproceedings{conf/icann/RaftopoulosK11,
title = {Visual Pathways for Shape Abstraction.},
year = {2011},
booktitle = {ICANN (1)},
author = {{Konstantinos Raftopoulos} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Artificial Neural Networks and Machine Learning - ICANN 2011 - 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings, Part I}
}
@inproceedings{conf/iccvw/AsteriadisKK11,
title = {Robust validation of Visual Focus of Attention using adaptive fusion of head and eye gaze patterns.},
year = {2011},
booktitle = {ICCV Workshops},
author = {{Stylianos Asteriadis} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {IEEE International Conference on Computer Vision Workshops, ICCV 2011 Workshops, Barcelona, Spain, November 6-13, 2011}
}
@inproceedings{conf/icdsp/CaridakisAKK11,
title = {Detecting human behavior emotional cues in Natural Interaction.},
year = {2011},
booktitle = {DSP},
author = {{George Caridakis} and {Stylianos Asteriadis} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {17th International Conference on Digital Signal Processing, DSP 2011, Corfu, Greece, July 6-8, 2011}
}
@inproceedings{conf/icip/KapsalasK11,
title = {Affine morphological shape stable boundary regions (SSBR) for image representation.},
year = {2011},
booktitle = {ICIP},
author = {{Petros Kapsalas} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {18th IEEE International Conference on Image Processing, ICIP 2011, Brussels, Belgium, September 11-14, 2011}
}
@inproceedings{conf/vsgames/AsteriadisKK11,
title = {The Importance of Eye Gaze and Head Pose to Estimating Levels of Attention.},
year = {2011},
booktitle = {VS-GAMES},
author = {{Stylianos Asteriadis} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {Third International Conference on Games and Virtual Worlds for Serious Applications, VS-GAMES 2011, Athens, Greece, May 4-6, 2011}
}
@article{journals/cogcom/RapantzikosAK11,
title = {Spatiotemporal Features for Action Recognition and Salient Event Detection.},
year = {2011},
journal = {Cogn. Comput.},
author = {{Konstantinos Rapantzikos} and {Yannis Avrithis} and {Stefanos D. Kollias}}
}
@article{journals/cviu/RaftopoulosK11,
title = {The Global-Local transformation for noise resistant shape representation.},
year = {2011},
journal = {Comput. Vis. Image Underst.},
author = {{Konstantinos Raftopoulos} and {Stefanos D. Kollias}}
}
@article{journals/mta/KalantidisTAPSMK11,
title = {VIRaL: Visual Image Retrieval and Localization.},
year = {2011},
journal = {Multim. Tools Appl.},
author = {{Yannis Kalantidis} and {Giorgos Tolias} and {Yannis Avrithis} and {Marios Phinikettos} and {Evaggelos Spyrou} and {Phivos Mylonas} and {Stefanos D. Kollias}}
}
@article{journals/jiis/MailisSSSK12,
title = {Tractable reasoning with vague knowledge using fuzzy EL++.},
year = {2012},
journal = {J. Intell. Inf. Syst.},
author = {{Theofilos P. Mailis} and {Giorgos Stoilos} and {Nikos Simou} and {Giorgos B. Stamou} and {Stefanos D. Kollias}}
}
@article{journals/nn/CaridakisKDK12,
title = {Non parametric, self organizing, scalable modeling of spatiotemporal inputs: The sign language paradigm.},
year = {2012},
journal = {Neural Networks},
author = {{George Caridakis} and {Kostas Karpouzis} and {Athanasios I. Drosopoulos} and {Stefanos D. Kollias}}
}
@inproceedings{conf/cvpr/GourgariGKK13,
title = {THETIS: Three Dimensional Tennis Shots a Human Action Dataset.},
year = {2013},
booktitle = {CVPR Workshops},
author = {{Sofia Gourgari} and {Georgios Goudelis} and {Konstantinos Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {IEEE Conference on Computer Vision and Pattern Recognition, CVPR Workshops 2013, Portland, OR, USA, June 23-28, 2013}
}
@inproceedings{conf/eann/CaridakisSMKS13,
title = {Intelligent and Adaptive Pervasive Future Internet: Smart Cities for the Citizens.},
year = {2013},
booktitle = {EANN (2)},
author = {{George Caridakis} and {Georgios Siolas} and {Phivos Mylonas} and {Stefanos D. Kollias} and {Andreas Stafylopatis}},
publisher = {Springer},
booktitle = {Engineering Applications of Neural Networks - 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part II}
}
@inproceedings{conf/eann/GranaAFGZCSKBJ13,
title = {Social and Smart: Towards an Instance of Subconscious Social Intelligence.},
year = {2013},
booktitle = {EANN (2)},
author = {{Manuel Graña} and {Bruno Apolloni} and {Maurizio Fiasché} and {G. Galliani} and {C. Zizzo} and {George Caridakis} and {Georgios Siolas} and {Stefanos D. Kollias} and {F. Barriento} and {S. San Jose}},
publisher = {Springer},
booktitle = {Engineering Applications of Neural Networks - 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part II}
}
@inproceedings{conf/eann/StephanakisCCK13,
title = {A Particle Swarm Optimization (PSO) Model for Scheduling Nonlinear Multimedia Services in Multicommodity Fat-Tree Cloud Networks.},
year = {2013},
booktitle = {EANN (2)},
author = {{Ioannis M. Stephanakis} and {Ioannis P. Chochliouros} and {George Caridakis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Engineering Applications of Neural Networks - 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part II}
}
@inproceedings{conf/gala/HondrouTRKK13,
title = {Player-Specific Conflict Handling Ontology.},
year = {2013},
booktitle = {GALA},
author = {{Charline Hondrou} and {Eleni Tsalapati} and {Amaryllis Raouzaiou} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Games and Learning Alliance - Second International Conference, GALA 2013, Paris, France, October 23-25, 2013, Revised Selected Papers}
}
@inproceedings{conf/icdsp/VarytimidisRK13,
title = {WαSH-ing visual repositories: Searching Europeana using local features.},
year = {2013},
booktitle = {DSP},
author = {{Christos Varytimidis} and {Konstantinos Rapantzikos} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {18th International Conference on Digital Signal Processing, DSP 2013, Fira, Santorini, Greece, July 1-3, 2013}
}
@inproceedings{conf/intenv/MylonasSCKS13,
title = {Modeling context and fuzzy personas towards an intelligent Future Internet smart home paradigm.},
year = {2013},
booktitle = {Intelligent Environments (Workshops)},
author = {{Phivos Mylonas} and {Georgios Siolas} and {George Caridakis} and {Stefanos D. Kollias} and {Andreas-Georgios Stafylopatis}},
publisher = {IOS Press},
booktitle = {Workshop Proceedings of the 9th International Conference on Intelligent Environments, Athens, Greece, July 16-17, 2013}
}
@inproceedings{conf/smap/SiolasCMKS13,
title = {Context-Aware User Modeling and Semantic Interoperability in Smart Home Environments.},
year = {2013},
booktitle = {SMAP},
author = {{Giorgos Siolas} and {George Caridakis} and {Phivos Mylonas} and {Stefanos D. Kollias} and {Andreas Stafylopatis}},
publisher = {IEEE},
booktitle = {8th International Workshop on Semantic and Social Media Adaptation and Personalization, SMAP 2013, Bayonne, France, December 12-13, 2013}
}
@inproceedings{conf/wowmom/ApolloniFGZCSKRBJ13,
title = {Social things - The SandS instantiation.},
year = {2013},
booktitle = {WOWMOM},
author = {{Bruno Apolloni} and {Maurizio Fiasché} and {G. Galliani} and {C. Zizzo} and {George Caridakis} and {Georgios Siolas} and {Stefanos D. Kollias} and {Manuel Graña Romay} and {F. Barriento} and {S. San Jose}},
publisher = {IEEE Computer Society},
booktitle = {IEEE 14th International Symposium on "A World of Wireless, Mobile and Multimedia Networks", WoWMoM 2013, Madrid, Spain, June 4-7, 2013}
}
@article{journals/pr/GoudelisKK13,
title = {Exploring trace transform for robust human action recognition.},
year = {2013},
journal = {Pattern Recognit.},
author = {{Georgios Goudelis} and {Kostas Karpouzis} and {Stefanos D. Kollias}}
}
@article{journals/tkde/RaftopoulosNSK13,
title = {Mining User Queries with Markov Chains: Application to Online Image Retrieval.},
year = {2013},
journal = {IEEE Trans. Knowl. Data Eng.},
author = {{Konstantinos Raftopoulos} and {Klimis S. Ntalianis} and {Dionyssios D. Sourlas} and {Stefanos D. Kollias}}
}
@inproceedings{conf/accv/VarytimidisRAK14,
title = {Improving Local Features by Dithering-Based Image Sampling.},
year = {2014},
booktitle = {ACCV (2)},
author = {{Christos Varytimidis} and {Konstantinos Rapantzikos} and {Yannis Avrithis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Computer Vision - ACCV 2014 - 12th Asian Conference on Computer Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected Papers, Part II}
}
@inproceedings{conf/icmi/VlachostergiouCK14,
title = {Context in Affective Multiparty and Multimodal Interaction: Why, Which, How and Where?},
year = {2014},
booktitle = {UM3I@ICMI},
author = {{Aggeliki Vlachostergiou} and {George Caridakis} and {Stefanos D. Kollias}},
publisher = {ACM},
booktitle = {Proceedings of the 2014 Workshop on Understanding and Modeling Multiparty, Multimodal Interactions, UM3I@ICMI 2014, Istanbul, Turkey, November 16, 2014}
}
@inproceedings{conf/ihci/VlachostergiouCK14,
title = {Investigating Context Awareness of Affective Computing Systems: A Critical Approach.},
year = {2014},
booktitle = {IHCI},
author = {{Aggeliki Vlachostergiou} and {George Caridakis} and {Stefanos D. Kollias}},
publisher = {Elsevier},
booktitle = {6th International Conference on Intelligent Human Computer Interaction, IHCI 2014, Évry, France, December 8-10, 2014}
}
@article{journals/cviu/ToliasKAK14,
title = {Towards large-scale geometry indexing by feature selection.},
year = {2014},
journal = {Comput. Vis. Image Underst.},
author = {{Giorgos Tolias} and {Yannis Kalantidis} and {Yannis Avrithis} and {Stefanos D. Kollias}}
}
@article{journals/ijcv/AsteriadisKK14,
title = {Visual Focus of Attention in Non-calibrated Environments using Gaze Estimation.},
year = {2014},
journal = {Int. J. Comput. Vis.},
author = {{Stylianos Asteriadis} and {Kostas Karpouzis} and {Stefanos D. Kollias}}
}
@article{journals/ijsg/HondrouTRMKK14,
title = {Player-Specific Conflict Handling Ontology.},
year = {2014},
journal = {Int. J. Serious Games},
author = {{Charline Hondrou} and {Eleni Tsalapati} and {Amaryllis Raouzaiou} and {George Marandianos} and {Kostas Karpouzis} and {Stefanos D. Kollias}}
}
@inproceedings{conf/context/VlachostergiouK15,
title = {A Revisit to the Incorporation of Context - Awareness in Affective Computing Systems.},
year = {2015},
booktitle = {DS@CONTEXT},
author = {{Aggeliki Vlachostergiou} and {Stefanos D. Kollias}},
publisher = {CEUR-WS.org},
booktitle = {Proceedings of Doctoral Symposium of the 9th International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT 2015), Larnaca, Cyprus, 2 November, 2015.}
}
@inproceedings{conf/hci/VlachostergiouC15,
title = {HCI and Natural Progression of Context-Related Questions.},
year = {2015},
booktitle = {HCI (1)},
author = {{Aggeliki Vlachostergiou} and {George Caridakis} and {Amaryllis Raouzaiou} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Human-Computer Interaction: Design and Evaluation - 17th International Conference, HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015, Proceedings, Part I}
}
@inproceedings{conf/petra/GoudelisTKK15,
title = {Fall detection using history triple features.},
year = {2015},
booktitle = {PETRA},
author = {{Georgios Goudelis} and {Georgios Tsatiris} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {ACM},
booktitle = {Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2015, Corfu, Greece, July 1-3, 2015}
}
@inproceedings{conf/petra/HammerSARKHRKK15,
title = {Design of a lifestyle recommender system for the elderly: requirement gatherings in Germany and Greece.},
year = {2015},
booktitle = {PETRA},
author = {{Stephan Hammer} and {Andreas Seiderer} and {Elisabeth André} and {Thomas Rist} and {Sofia Kastrinaki} and {Charline Hondrou} and {Amaryllis Raouzaiou} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {ACM},
booktitle = {Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2015, Corfu, Greece, July 1-3, 2015}
}
@inproceedings{conf/smap/StratogiannisVS15,
title = {User and home appliances pervasive interaction in a sensor driven smart home environment: The SandS approach.},
year = {2015},
booktitle = {SMAP},
author = {{Georgios Stratogiannis} and {Aggeliki Vlachostergiou} and {Georgios Siolas} and {George Caridakis} and {Phivos Mylonas} and {Andreas Stafylopatis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {10th International Workshop on Semantic and Social Media Adaptation and Personalization, SMAP 2015, Trento, Italy, November 5-6, 2015}
}
@article{journals/ijvcsn/SiolasCMSKS15,
title = {Context-Aware User Modeling and Semantic Interoperability in Smart Home Environments.},
year = {2015},
journal = {Int. J. Virtual Communities Soc. Netw.},
author = {{Giorgos Siolas} and {George Caridakis} and {Phivos Mylonas} and {Georgios Stratogiannis} and {Stefanos D. Kollias} and {Andreas Stafylopatis}}
}
@article{journals/ipsjtcva/VarytimidisRAK15,
title = {Dithering-based Sampling and Weighted α-shapes for Local Feature Detection.},
year = {2015},
journal = {IPSJ Trans. Comput. Vis. Appl.},
author = {{Christos Varytimidis} and {Konstantinos Rapantzikos} and {Yannis Avrithis} and {Stefanos D. Kollias}}
}
@inproceedings{conf/dmiaf/VarytimidisTRK16,
title = {The Mecanex system for Multimedia Content Annotation.},
year = {2016},
booktitle = {DMIAF},
author = {{Christos Varytimidis} and {Georgios Tsatiris} and {Konstantinos Rapantzikos} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {Digital Media Industry & Academic Forum, DMIAF 2016, Santorini, Greece, July 4-6, 2016}
}
@inproceedings{conf/setn/ChortarasKRS16,
title = {A Semantic Approach to Film Content Analysis and Retrieval.},
year = {2016},
booktitle = {SETN},
author = {{Alexandros Chortaras} and {Stefanos D. Kollias} and {Kostas Rapantzikos} and {Giorgos Stamou}},
publisher = {ACM},
booktitle = {Proceedings of the 9th Hellenic Conference on Artificial Intelligence, SETN 2016, Thessaloniki, Greece, May 18-20, 2016}
}
@inproceedings{conf/ssci/JinK16,
title = {Preface from IEEE SSCI 2016 general chairs.},
year = {2016},
booktitle = {SSCI},
author = {{Yaochu Jin} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016}
}
@inproceedings{conf/ssci/VarytimidisTRK16,
title = {A systemic approach to automatic metadata extraction from multimedia content.},
year = {2016},
booktitle = {SSCI},
author = {{Christos Varytimidis} and {Georgios Tsatiris} and {Konstantinos Rapantzikos} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016}
}
@article{journals/corr/RaftopoulosFSK16,
title = {Incremental Noising and its Fractal Behavior.},
year = {2016},
journal = {CoRR},
author = {{Konstantinos Raftopoulos} and {Marin Ferecatu} and {Dionyssios D. Sourlas} and {Stefanos D. Kollias}}
}
@article{journals/corr/RaftopoulosKF16,
title = {Global Vertices and the Noising Paradox.},
year = {2016},
journal = {CoRR},
author = {{Konstantinos Raftopoulos} and {Stefanos D. Kollias} and {Marin Ferecatu}}
}
@article{journals/pr/VarytimidisRAK16,
title = {α-shapes for local feature detection.},
year = {2016},
journal = {Pattern Recognit.},
author = {{Christos Varytimidis} and {Konstantinos Rapantzikos} and {Yannis Avrithis} and {Stefanos D. Kollias}}
}
@incollection{books/sp/17/SimouCSK17,
title = {Enriching and Publishing Cultural Heritage as Linked Open Data.},
year = {2017},
booktitle = {Mixed Reality and Gamification for Cultural Heritage},
author = {{Nikolaos Simou} and {Alexandros Chortaras} and {Giorgos Stamou} and {Stefanos D. Kollias}},
booktitle = {Mixed Reality and Gamification for Cultural Heritage}
}
@inproceedings{conf/cbms/IoannidouKKSK17,
title = {HEAR?INFO: A Modern Mobile-Web Platform Addressed to Hard-of-Hearing Elderly Individuals.},
year = {2017},
booktitle = {CBMS},
author = {{Penelope Ioannidou} and {Panagiotis Katrakazas} and {Stefanos D. Kollias} and {Michail Sarafidis} and {Dimitrios D. Koutsouris}},
publisher = {IEEE Computer Society},
booktitle = {30th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2017, Thessaloniki, Greece, June 22-24, 2017}
}
@inproceedings{conf/cig/GoudelisTKK17,
title = {3D cylindrical trace transform based feature extraction for effective human action classification.},
year = {2017},
booktitle = {CIG},
author = {{Georgios Goudelis} and {Georgios Tsatiris} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {IEEE Conference on Computational Intelligence and Games, CIG 2017, New York, NY, USA, August 22-25, 2017}
}
@inproceedings{conf/esws/VlachostergiouM17,
title = {From Conditional Random Field (CRF) to Rhetorical Structure Theory(RST): Incorporating Context Information in Sentiment Analysis.},
year = {2017},
booktitle = {ESWC (Satellite Events)},
author = {{Aggeliki Vlachostergiou} and {George Marandianos} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {The Semantic Web: ESWC 2017 Satellite Events - ESWC 2017 Satellite Events, Portorož, Slovenia, May 28 - June 1, 2017, Revised Selected Papers}
}
@inproceedings{conf/eusipco/VlachostergiouM17,
title = {Context incorporation using context - aware language features.},
year = {2017},
booktitle = {EUSIPCO},
author = {{Aggeliki Vlachostergiou} and {George Marandianos} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {25th European Signal Processing Conference, EUSIPCO 2017, Kos, Greece, August 28 - September 2, 2017}
}
@inproceedings{conf/icmi/YuGK17,
title = {Computer vision based fall detection by a convolutional neural network.},
year = {2017},
booktitle = {ICMI},
author = {{Miao Yu 001} and {Liyun Gong} and {Stefanos D. Kollias}},
publisher = {ACM},
booktitle = {Proceedings of the 19th ACM International Conference on Multimodal Interaction, ICMI 2017, Glasgow, United Kingdom, November 13 - 17, 2017}
}
@inproceedings{conf/iisa/GoudelisTKK17,
title = {Identifying unintentional falls in action videos using the 3D Cylindrical Trace Transform.},
year = {2017},
booktitle = {IISA},
author = {{Georgios Goudelis} and {Georgios Tsatiris} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {8th International Conference on Information, Intelligence, Systems & Applications, IISA 2017, Larnaca, Cyprus, August 27-30, 2017}
}
@inproceedings{conf/ssci/KolliasYTLSK17,
title = {Adaptation and contextualization of deep neural network models.},
year = {2017},
booktitle = {SSCI},
author = {{Dimitrios Kollias} and {Miao Yu 001} and {Athanasios Tagaris} and {Georgios Leontidis} and {Andreas Stafylopatis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017}
}
@inproceedings{conf/vsgames/TsatirisKK17,
title = {Variance-based shape descriptors for determining the level of expertise of tennis players.},
year = {2017},
booktitle = {VS-GAMES},
author = {{Georgios Tsatiris} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE Computer Society},
booktitle = {9th International Conference on Virtual Worlds and Games for Serious Applications, VS-Games 2017, Athens, Greece, September 6-8, 2017}
}
@article{journals/cim/JinK17,
title = {Conference Report on 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) [Conference Reports].},
year = {2017},
journal = {IEEE Comput. Intell. Mag.},
author = {{Yaochu Jin} and {Stefanos D. Kollias}}
}
@article{journals/corr/abs-1708-01348,
title = {Posted price programmatic guarantee in display advertising.},
year = {2017},
journal = {CoRR},
author = {{Bowei Chen 001} and {Jingmin Huang} and {Yufei Huang} and {Stefanos D. Kollias} and {Shigang Yue}}
}
@inproceedings{conf/cig/VariaTKK18,
title = {A Refined 3D Dataset for the Analysis of Player Actions in Exertion Games.},
year = {2018},
booktitle = {CIG},
author = {{Chrysoula Varia} and {Georgios Tsatiris} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {2018 IEEE Conference on Computational Intelligence and Games, CIG 2018, Maastricht, The Netherlands, August 14-17, 2018}
}
@inproceedings{conf/eais/RibeiroCSGLK18,
title = {An adaptable deep learning system for optical character verification in retail food packaging.},
year = {2018},
booktitle = {EAIS},
author = {{Fabio De Sousa Ribeiro} and {Francesco Calivá} and {Mark Swainson} and {Kjartan Gudmundsson} and {Georgios Leontidis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {2018 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS 2018, Rhodes, Greece, May 25-27, 2018}
}
@inproceedings{conf/icip/RibeiroGCSG0LYK18,
title = {An End-to-End Deep Neural Architecture for Optical Character Verification and Recognition in Retail Food Packaging.},
year = {2018},
booktitle = {ICIP},
author = {{Fabio De Sousa Ribeiro} and {Liyun Gong} and {Francesco Calivá} and {Mark Swainson} and {Kjartan Gudmundsson} and {Miao Yu 001} and {Georgios Leontidis} and {Xujiong Ye} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, October 7-10, 2018}
}
@inproceedings{conf/icip/VlachostergiouT18,
title = {Investigating the Best Performing Task Conditions of a Multi-Tasking Learning Model in Healthcare Using Convolutional Neural Networks: Evidence from a Parkinson'S Disease Database.},
year = {2018},
booktitle = {ICIP},
author = {{Aggeliki Vlachostergiou} and {Athanasios Tagaris} and {Andreas Stafylopatis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, October 7-10, 2018}
}
@inproceedings{conf/icip/VlachostergiouT18a,
title = {Multi-Task Learning for Predicting Parkinson's Disease Based on Medical Imaging Information.},
year = {2018},
booktitle = {ICIP},
author = {{Aggeliki Vlachostergiou} and {Athanasios Tagaris} and {Andreas Stafylopatis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {2018 IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, October 7-10, 2018}
}
@inproceedings{conf/ijcnn/CalivaRMDVLK18,
title = {A Deep Learning Approach to Anomaly Detection in Nuclear Reactors.},
year = {2018},
booktitle = {IJCNN},
author = {{Francesco Calivá} and {Fabio De Sousa Ribeiro} and {Antonios Mylonakis} and {Christophe Demazière} and {Paolo Vinai} and {Georgios Leontidis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {2018 International Joint Conference on Neural Networks, IJCNN 2018, Rio de Janeiro, Brazil, July 8-13, 2018}
}
@inproceedings{conf/inista/TsatirisKK18,
title = {Applications of human action analysis and recognition on wireless network infrastructures: State of the art and real world challenges.},
year = {2018},
booktitle = {INISTA},
author = {{Georgios Tsatiris} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {2018 Innovations in Intelligent Systems and Applications, INISTA 2018, Thessaloniki, Greece, July 3-5, 2018}
}
@inproceedings{conf/ssci/KolliaK18,
title = {A Deep Learning Approach for Load Demand Forecasting of Power Systems.},
year = {2018},
booktitle = {SSCI},
author = {{Ilianna Kollia} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2018, Bangalore, India, November 18-21, 2018}
}
@inproceedings{conf/ssci/RibeiroCCDMDLK18,
title = {Towards a Deep Unified Framework for Nuclear Reactor Perturbation Analysis.},
year = {2018},
booktitle = {SSCI},
author = {{Fabio De Sousa Ribeiro} and {Francesco Calivá} and {Dionysios Chionis} and {Abdelhamid Dokhane} and {Antonios Mylonakis} and {Christophe Demazière} and {Georgios Leontidis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {IEEE Symposium Series on Computational Intelligence, SSCI 2018, Bangalore, India, November 18-21, 2018}
}
@article{journals/corr/abs-1812-01681,
title = {Deep Bayesian Uncertainty Estimation for Adaptation and Self-Annotation of Food Packaging Images.},
year = {2018},
journal = {CoRR},
author = {{Fabio De Sousa Ribeiro} and {Francesco Calivá} and {Mark Swainson} and {Kjartan Gudmundsson} and {Georgios Leontidis} and {Stefanos D. Kollias}}
}
@article{journals/csl/KouremenosNK18,
title = {A novel rule based machine translation scheme from Greek to Greek Sign Language: Production of different types of large corpora and Language Models evaluation.},
year = {2018},
journal = {Comput. Speech Lang.},
author = {{Dimitris Kouremenos} and {Klimis S. Ntalianis} and {Stefanos D. Kollias}}
}
@article{journals/ijait/TagarisKSTK18,
title = {Machine Learning for Neurodegenerative Disorder Diagnosis - Survey of Practices and Launch of Benchmark Dataset.},
year = {2018},
journal = {Int. J. Artif. Intell. Tools},
author = {{Athanasios Tagaris} and {Dimitrios Kollias} and {Andreas Stafylopatis} and {Georgios L. Tagaris} and {Stefanos D. Kollias}}
}
@article{journals/ijcv/RaftopoulosKSF18,
title = {On the Beneficial Effect of Noise in Vertex Localization.},
year = {2018},
journal = {Int. J. Comput. Vis.},
author = {{Konstantinos Raftopoulos} and {Stefanos D. Kollias} and {Dionysios D. Sourlas} and {Marin Ferecatu}}
}
@inproceedings{conf/ijcnn/KolliaSK19,
title = {Predicting Parkinson's Disease using Latent Information extracted from Deep Neural Networks.},
year = {2019},
booktitle = {IJCNN},
author = {{Ilianna Kollia} and {Andreas-Georgios Stafylopatis} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2019 Budapest, Hungary, July 14-19, 2019}
}
@article{journals/corr/abs-1903-02510,
title = {A Scalable Test Suite for Continuous Dynamic Multiobjective Optimisation.},
year = {2019},
journal = {CoRR},
author = {{Shouyong Jiang} and {Marcus Kaiser} and {Shengxiang Yang} and {Stefanos D. Kollias} and {Natalio Krasnogor}}
}
@article{journals/corr/abs-1907-00624,
title = {Using Deep Learning to Predict Plant Growth and Yield in Greenhouse Environments.},
year = {2019},
journal = {CoRR},
author = {{Bashar Alhnaity} and {Simon Pearson} and {Georgios Leontidis} and {Stefanos D. Kollias}}
}
@article{journals/cviu/PapanelopoulosA19,
title = {Revisiting the medial axis for planar shape decomposition.},
year = {2019},
journal = {Comput. Vis. Image Underst.},
author = {{Nikos Papanelopoulos} and {Yannis Avrithis} and {Stefanos D. Kollias}}
}
@article{journals/sensors/ChatzitofisZKD19,
title = {DeepMoCap: Deep Optical Motion Capture Using Multiple Depth Sensors and Retro-Reflectors.},
year = {2019},
journal = {Sensors},
author = {{Anargyros Chatzitofis} and {Dimitrios Zarpalas} and {Stefanos D. Kollias} and {Petros Daras}}
}
@inproceedings{conf/aaai/RibeiroLK20,
title = {Capsule Routing via Variational Bayes.},
year = {2020},
booktitle = {AAAI},
author = {{Fabio De Sousa Ribeiro} and {Georgios Leontidis} and {Stefanos D. Kollias}},
publisher = {AAAI Press},
booktitle = {The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020.}
}
@inproceedings{conf/eann/TsatirisKK20,
title = {A Compact Sequence Encoding Scheme for Online Human Activity Recognition in HRI Applications.},
year = {2020},
booktitle = {EANN},
author = {{Georgios Tsatiris} and {Kostas Karpouzis} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference - Proceedings of the EANN 2020, Halkidiki, Greece, June 5-7, 2020.}
}
@inproceedings{conf/icpr/RundoBTSBYKB20,
title = {Advanced Non-linear Generative Model with a Deep Classifier for Immunotherapy Outcome Prediction: A Bladder Cancer Case Study.},
year = {2020},
booktitle = {ICPR Workshops (1)},
author = {{Francesco Rundo} and {Giuseppe Luigi Banna} and {Francesca Trenta} and {Concetto Spampinato} and {Luc M. Bidaut} and {Xujiong Ye} and {Stefanos D. Kollias} and {Sebastiano Battiato}},
publisher = {Springer},
booktitle = {Pattern Recognition. ICPR International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part I}
}
@inproceedings{conf/nips/RibeiroLK20,
title = {Introducing Routing Uncertainty in Capsule Networks.},
year = {2020},
booktitle = {NeurIPS},
author = {{Fabio De Sousa Ribeiro} and {Georgios Leontidis} and {Stefanos D. Kollias}},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual.}
}
@inproceedings{conf/tailor/KolliasVSKSWK20,
title = {Transparent Adaptation in Deep Medical Image Diagnosis.},
year = {2020},
booktitle = {TAILOR},
author = {{Dimitris Kollias} and {Y. Vlaxos} and {M. Seferis} and {Ilianna Kollia} and {Levon Sukissian} and {James Wingate} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Trustworthy AI - Integrating Learning, Optimization and Reasoning - First International Workshop, TAILOR 2020, Virtual Event, September 4-5, 2020, Revised Selected Papers}
}
@article{journals/access/ChatzitofisSBDZ20,
title = {HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive Media.},
year = {2020},
journal = {IEEE Access},
author = {{Anargyros Chatzitofis} and {Leonidas Saroglou} and {Prodromos Boutis} and {Petros Drakoulis} and {Nikolaos Zioulis} and {Shishir Subramanyam} and {Bart Kevelham} and {Caecilia Charbonnier} and {Pablo César} and {Dimitrios Zarpalas} and {Stefanos D. Kollias} and {Petros Daras}}
}
@article{journals/cii/ThotaKSL20,
title = {Multi-source domain adaptation for quality control in retail food packaging.},
year = {2020},
journal = {Comput. Ind.},
author = {{Mamatha Thota} and {Stefanos D. Kollias} and {Mark Swainson} and {Georgios Leontidis}}
}
@article{journals/corr/abs-2001-10335,
title = {Multi-Source Deep Domain Adaptation for Quality Control in Retail Food Packaging.},
year = {2020},
journal = {CoRR},
author = {{Mamatha Thota} and {Stefanos D. Kollias} and {Mark Swainson} and {Georgios Leontidis}}
}
@article{journals/corr/abs-2009-07044,
title = {Deep Transparent Prediction through Latent Representation Analysis.},
year = {2020},
journal = {CoRR},
author = {{Dimitrios Kollias} and {N. Bouas} and {Y. Vlaxos} and {V. Brillakis} and {M. Seferis} and {Ilianna Kollia} and {Levon Sukissian} and {James Wingate} and {Stefanos D. Kollias}}
}
@article{journals/corr/abs-2012-04041,
title = {An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth.},
year = {2020},
journal = {CoRR},
author = {{Bashar Alhnaity} and {Stefanos D. Kollias} and {Georgios Leontidis} and {Shouyong Jiang} and {Bert Schamp} and {Simon Pearson}}
}
@article{journals/eor/ChenHHKY20,
title = {Combining guaranteed and spot markets in display advertising: Selling guaranteed page views with stochastic demand.},
year = {2020},
journal = {Eur. J. Oper. Res.},
author = {{Bowei Chen 001} and {Jingmin Huang} and {Yufei Huang} and {Stefanos D. Kollias} and {Shigang Yue}}
}
@article{journals/iet-ipr/WingateKBK20,
title = {Unified deep learning approach for prediction of Parkinson's disease.},
year = {2020},
journal = {IET Image Process.},
author = {{James Wingate} and {Ilianna Kollia} and {Luc M. Bidaut} and {Stefanos D. Kollias}}
}
@article{journals/nca/RibeiroCSGLK20,
title = {Deep Bayesian Self-Training.},
year = {2020},
journal = {Neural Comput. Appl.},
author = {{Fabio De Sousa Ribeiro} and {Francesco Calivá} and {Mark Swainson} and {Kjartan Gudmundsson} and {Georgios Leontidis} and {Stefanos D. Kollias}}
}
@article{journals/tcyb/JiangKYKK20,
title = {A Scalable Test Suite for Continuous Dynamic Multiobjective Optimization.},
year = {2020},
journal = {IEEE Trans. Cybern.},
author = {{Shouyong Jiang} and {Marcus Kaiser} and {Shengxiang Yang} and {Stefanos D. Kollias} and {Natalio Krasnogor}}
}
@inproceedings{conf/bigdataconf/OrfanoudakisTK21,
title = {Effects of image quality and quantity on building a competitive COVID-19 diagnosis model.},
year = {2021},
booktitle = {IEEE BigData},
author = {{Philippos Skovelef Orfanoudakis} and {Paraskevi K. Tzouveli} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021}
}
@inproceedings{conf/bigdataconf/PassadakisVTK21,
title = {Extracting geographical characteristics about COVID-19 evolution worldwide using machine learning.},
year = {2021},
booktitle = {IEEE BigData},
author = {{Admitos-Rafael Passadakis} and {Anastasios Vlachos} and {Paraskevi K. Tzouveli} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021}
}
@inproceedings{conf/iccvw/KolliasASK21,
title = {MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis.},
year = {2021},
booktitle = {ICCVW},
author = {{Dimitrios Kollias} and {Anastasios Arsenos} and {Levon Soukissian} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021, Montreal, BC, Canada, October 11-17, 2021}
}
@article{journals/corr/abs-2105-00333,
title = {AI-enabled Efficient and Safe Food Supply Chain.},
year = {2021},
journal = {CoRR},
author = {{Ilianna Kollia} and {Jack Stevenson} and {Stefanos D. Kollias}}
}
@article{journals/ijcv/ChatzitofisZDK21,
title = {DeMoCap: Low-Cost Marker-Based Motion Capture.},
year = {2021},
journal = {Int. J. Comput. Vis.},
author = {{Anargyros Chatzitofis} and {Dimitrios Zarpalas} and {Petros Daras} and {Stefanos D. Kollias}}
}
@article{journals/isci/AlhnaityKLJSP21,
title = {An autoencoder wavelet based deep neural network with attention mechanism for multi-step prediction of plant growth.},
year = {2021},
journal = {Inf. Sci.},
author = {{Bashar Alhnaity} and {Stefanos D. Kollias} and {Georgios Leontidis} and {Shouyong Jiang} and {Bert Schamp} and {Simon Pearson}}
}
@article{journals/jaise/GongZZYCDYK21,
title = {A novel computer vision-based data driven modelling approach for person specific fall detection.},
year = {2021},
journal = {J. Ambient Intell. Smart Environ.},
author = {{Liyun Gong} and {Lu Zhang} and {Ming Zhu} and {Miao Yu 001} and {Ross Clifford} and {Carol Duff} and {Xujiong Ye} and {Stefanos D. Kollias}}
}
@article{journals/sivp/GongTYDSYK21,
title = {A novel unified deep neural networks methodology for use by date recognition in retail food package image.},
year = {2021},
journal = {Signal Image Video Process.},
author = {{Liyun Gong} and {Mamatha Thota} and {Miao Yu 001} and {Wenting Duan} and {Mark Swainson} and {Xujiong Ye} and {Stefanos D. Kollias}}
}
@inproceedings{conf/eccv/KolliasAK22,
title = {AI-MIA: COVID-19 Detection and Severity Analysis Through Medical Imaging.},
year = {2022},
booktitle = {ECCV Workshops (7)},
author = {{Dimitrios Kollias} and {Anastasios Arsenos} and {Stefanos D. Kollias}},
publisher = {Springer},
booktitle = {Computer Vision - ECCV 2022 Workshops - Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part VII}
}
@inproceedings{conf/imet/TheofilouTK22,
title = {Automatic assessment of Parkinson's patients' dyskinesia using non-invasive machine learning methods.},
year = {2022},
booktitle = {IMET},
author = {{Paraskevi-Antonia Theofilou} and {Georgios Tsatiris} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {2nd International Conference on Interactive Media, Smart Systems and Emerging Technologies, IMET 2022, Limassol, Cyprus, October 4-7, 2022}
}
@inproceedings{conf/ivmsp/ArsenosKK22,
title = {A Large Imaging Database and Novel Deep Neural Architecture for Covid-19 Diagnosis.},
year = {2022},
booktitle = {IVMSP},
author = {{Anastasios Arsenos} and {Dimitrios Kollias} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, IVMSP 2022, Nafplio, Greece, June 26-29, 2022}
}
@article{journals/corr/abs-2206-04732,
title = {AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging.},
year = {2022},
journal = {CoRR},
author = {{Dimitrios D. Kollias} and {Anastasios Arsenos} and {Stefanos D. Kollias}}
}
@article{journals/ijait/Kollias22,
title = {Visualization in Deep Neural Network Training.},
year = {2022},
journal = {Int. J. Artif. Intell. Tools},
author = {{Stefanos D. Kollias}}
}
@inproceedings{conf/icassp/ArsenosDKPK23,
title = {Data-Driven Covid-19 Detection Through Medical Imaging.},
year = {2023},
booktitle = {ICASSP Workshops},
author = {{Anastasios Arsenos} and {Andjoli Davidhi} and {Dimitrios D. Kollias} and {Panos Prassopoulos} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2023 - Workshops, Rhodes Island, Greece, June 4-10, 2023}
}
@inproceedings{conf/icassp/KolliasAK23,
title = {AI-Enabled Analysis of 3-D CT Scans for Diagnosis of COVID-19 & its Severity.},
year = {2023},
booktitle = {ICASSP Workshops},
author = {{Dimitrios D. Kollias} and {Anastasios Arsenos} and {Stefanos D. Kollias}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2023 - Workshops, Rhodes Island, Greece, June 4-10, 2023}
}
@article{journals/algorithms/Gong0K23,
title = {Optimizing Crop Yield and Reducing Energy Consumption in Greenhouse Control Using PSO-MPC Algorithm.},
year = {2023},
journal = {Algorithms},
author = {{Liyun Gong} and {Miao Yu 001} and {Stefanos D. Kollias}}
}
@article{journals/corr/abs-2303-00175,
title = {A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging.},
year = {2023},
journal = {CoRR},
author = {{Dimitrios Kollias} and {Anastasios Arsenos} and {Stefanos D. Kollias}}
}
@article{journals/fcomp/RundoCBPVGKP23,
title = {Editorial: Deep neural computing for advanced automotive system applications.},
year = {2023},
journal = {Frontiers Comput. Sci.},
author = {{Francesco Rundo} and {Sabrina Conoci} and {Sebastiano Battiato} and {Carmelo Pino} and {Massimo Villari} and {Angelo Genovese} and {Stefanos D. Kollias} and {Konstantinos N. Plataniotis}}
}
@article{journals/ijon/KolliasAK23,
title = {A deep neural architecture for harmonizing 3-D input data analysis and decision making in medical imaging.},
year = {2023},
month = {July},
journal = {Neurocomputing},
author = {{Dimitrios D. Kollias} and {Anastasios Arsenos} and {Stefanos D. Kollias}}
}