Stavros J. Perantonis

According to our database, Stavros J. Perantonis authored at least 113 papers between 1992 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Aeolus Ocean - A simulation environment for the autonomous COLREG-compliant navigation of Unmanned Surface Vehicles using Deep Reinforcement Learning and Maritime Object Detection.

Andrew Alexander Vekinis, Stavros J. Perantonis

CoRR, 2023

2022

Summarization of User-Generated Videos Fusing Handcrafted and Deep Audiovisual Features.

Theodoros Psallidas, Evaggelos Spyrou, Stavros J. Perantonis

Proceedings of the 17th International Workshop on Semantic and Social Media Adaptation & Personalization, 2022

A Data Augmentation Approach for Improving the Performance of Speech Emotion Recognition.

Georgia Paraskevopoulou, Evaggelos Spyrou, Stavros J. Perantonis

Proceedings of the 19th International Conference on Signal Processing and Multimedia Applications, 2022

ENORASI Assistive Computer Vision-based System for the Visually Impaired: A User Evaluation Study.

Alexandros Mitsou, Dimitra-Christina C. Koutsiou, Dimitrios E. Diamantis, Theodoros Psallidas, George Dimas, Michael Vasilakakis, Panagiotis Kalozoumis, Evaggelos Spyrou, Stavros J. Perantonis, Artur Krukowski, Dimitris K. Iakovidis

Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

2020

Human action recognition with deep learning techniques.

Eirini Mathe, Athanasia Tranou, Evaggelos Spyrou, Stavros J. Perantonis

Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Sentiment Analysis from Sound Spectrograms via Soft BoVW and Temporal Structure Modelling.

George Pikramenos, Georgios Smyrnis, Ioannis Vernikos, Thomas Konidaris, Evaggelos Spyrou, Stavros J. Perantonis

Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

Dimensionality Reduction and Attention Mechanisms for Extracting Affective State from Sound Spectrograms.

George Pikramenos, Konstantinos Kechagias, Theodoros Psallidas, Georgios Smyrnis, Evaggelos Spyrou, Stavros J. Perantonis

Proceedings of the Pattern Recognition Applications and Methods, 2020

2019

K-Nets: Clustering through nearest neighbors networks.

Ioannis A. Maraziotis, Stavros J. Perantonis, Andrei Dragomir, Dimitris Thanos

Pattern Recognit., 2019

Emotion Recognition from Speech: A Survey.

Georgios Drakopoulos, George Pikramenos, Evangelos D. Spyrou, Stavros J. Perantonis

Proceedings of the 15th International Conference on Web Information Systems and Technologies, 2019

Recognizing the quality of urban sound recordings using hand-crafted and deep audio features.

Theodoros Giannakopoulos, Stavros J. Perantonis

Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

Athens Urban Soundscape (ATHUS): A Dataset for Urban Soundscape Quality Recognition.

Theodoros Giannakopoulos, Margarita Orfanidi, Stavros J. Perantonis

Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Recognition of Urban Sound Events Using Deep Context-Aware Feature Extractors and Handcrafted Features.

Theodore Giannakopoulos, Evaggelos Spyrou, Stavros J. Perantonis

Proceedings of the Artificial Intelligence Applications and Innovations, 2019

2018

Deep learned features for image retrieval.

Evangelos Mitsianis, Evaggelos Spyrou, Theodore Giannakopoulos, Stavros Niafas, Stavros J. Perantonis

Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

Comparison of Optimized Mathematical Methods in the Improvement of Raster Data and Map Display Resolution of Sentinel-2 Images.

Emmanuel Bratsolis, Antigoni Panagiotopoulou, Marianthi Stefouli, Eleni Charou, Nicholas Madamopoulos, Stavros J. Perantonis

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Exploiting social media information toward a context-aware recommendation system.

Michalis Korakakis, Evaggelos Spyrou, Phivos Mylonas, Stavros J. Perantonis

Soc. Netw. Anal. Min., 2017

2016

Fusing active orientation models and mid-term audio features for automatic depression estimation.

Christos Smailis, Nikolaos Sarafianos, Theodoros Giannakopoulos, Stavros J. Perantonis

Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

2015

Improved Jacobian Eigen-Analysis Scheme for Accelerating Learning in Feedforward Neural Networks.

Nikolaos Ampazis, Stavros J. Perantonis, Dimosthenis Drivaliaris

Cogn. Comput., 2015

Automatic soundscape quality estimation using audio analysis.

Theodoros Giannakopoulos, Giorgos Siantikos, Stavros J. Perantonis, Nefta-Eleftheria Votsi, John Pantis

Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Visual sentiment analysis for brand monitoring enhancement.

Theodoros Giannakopoulos, Michalis Papakostas, Stavros J. Perantonis, Vangelis Karkaletsis

Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015

Accelerating multi-objective ship routing using a novel grid structure and a simple heuristic.

Angelos Makrygiorgos, Ioannis A. Vetsikas, Stavros J. Perantonis

Proceedings of the 6th International Conference on Information, 2015

A dynamic model for environmentally safe shipping through the Aegean Sea.

Ioanna A. Koromila, Zoe Nivolianitou, Theodoros Giannakopoulos, Stavros J. Perantonis, Eleni Charou, Sotirios Gyftakis

Proceedings of the 6th International Conference on Information, 2015

A maritime data analytics platform for policy recommendation.

Sotirios Gyftakis, Theodoros Giannakopoulos, Angelos Makrygiorgos, Eleni Charou, Stavros J. Perantonis, Ioanna A. Koromila, Zoe Nivolianitou

Proceedings of the 6th International Conference on Information, 2015

Use of Sentinel-1 data for Maritime Domain Awareness: Preliminary results.

Eleni Charou, Emmanuel Bratsolis, Sotirios Gyftakis, Theodoros Giannakopoulos, Stavros J. Perantonis

Proceedings of the 6th International Conference on Information, 2015

2014

Efficient skew detection of printed document images based on novel combination of enhanced profiles.

A. Papandreou, Basilios Gatos, Stavros J. Perantonis, I. Gerardis

Int. J. Document Anal. Recognit., 2014

Clothes Change Detection Using the Kinect Sensor.

Dimitris Sgouropoulos, Theodoros Giannakopoulos, Sergios Petridis, Stavros J. Perantonis, Antonis Korakis

Proceedings of the SIGMAP 2014, 2014

AMINESS: a platform for environmentally safe shipping.

Theodoros Giannakopoulos, Ioannis A. Vetsikas, Ioanna A. Koromila, Vangelis Karkaletsis, Stavros J. Perantonis

Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

Detection of Clothes Change Fusing Color, Texture, Edge and Depth Information.

Dimitrios Sgouropoulos, Theodoros Giannakopoulos, Giorgos Siantikos, Evaggelos Spyrou, Stavros J. Perantonis

Proceedings of the E-Business and Telecommunications - 11th International Joint Conference, 2014

Realtime depression estimation using mid-term audio features.

Theodoros Giannakopoulos, Christos Smailis, Stavros J. Perantonis, Constantine D. Spyropoulos

Proceedings of the 3rd International Workshop on Artificial Intelligence and Assistive Medicine co-located with the 21th European Conference on Artificial Intelligence (ECAI 2014), 2014

H-DocPro: a document image processing platform for historical documents.

Basilis Gatos, Nikolaos Stamatopoulos, Georgios Louloudis, Stavros J. Perantonis

Proceedings of the Digital Access to Textual Cultural Heritage 2014, 2014

2013

Bag of spatio-visual words for context inference in scene classification.

Anastasia Bolovinou, Ioannis Pratikakis, Stavros J. Perantonis

Pattern Recognit., 2013

An Efficient Constrained Learning Algorithm for Stable 2D IIR Filter Factorization.

Nicholas Ampazis, Stavros J. Perantonis

Adv. Artif. Neural Syst., 2013

2012

Hand Shape and 3D Pose Estimation Using Depth Data from a Single Cluttered Frame.

Paul Doliotis, Vassilis Athitsos, Dimitrios I. Kosmopoulos, Stavros J. Perantonis

Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

2011

Goal-Oriented Rectification of Camera-Based Document Images.

Nikolaos Stamatopoulos, Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis

IEEE Trans. Image Process., 2011

A hierarchical feature fusion framework for adaptive visual tracking.

Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis

Image Vis. Comput., 2011

Multimodal and ontology-based fusion approaches of audio and visual processing for violence detection in movies.

Thanassis Perperis, Theodoros Giannakopoulos, Alexandros Makris, Dimitrios I. Kosmopoulos, Sofia Tsekeridou, Stavros J. Perantonis, Sergios Theodoridis

Expert Syst. Appl., 2011

Semantics Extraction from Images.

Ioannis Pratikakis, Anastasia Bolovinou, Basilios Gatos, Stavros J. Perantonis

Proceedings of the Knowledge-Driven Multimedia Information Extraction and Ontology Evolution, 2011

2010

Protrusion-oriented 3D mesh segmentation.

Alexander Agathos, Ioannis Pratikakis, Stavros J. Perantonis, Nickolas S. Sapidis

Vis. Comput., 2010

3D articulated object retrieval using a graph-based representation.

Alexander Agathos, Ioannis Pratikakis, Panagiotis Papadakis, Stavros J. Perantonis, Phillip N. Azariadis, Nickolas S. Sapidis

Vis. Comput., 2010

Handwritten character recognition through two-stage foreground sub-sampling.

Georgios Vamvakas, Basilios Gatos, Stavros J. Perantonis

Pattern Recognit., 2010

PANORAMA: A 3D Shape Descriptor Based on Panoramic Views for Unsupervised 3D Object Retrieval.

Panagiotis Papadakis, Ioannis Pratikakis, Theoharis Theoharis, Stavros J. Perantonis

Int. J. Comput. Vis., 2010

Allen's Hourglass: Probabilistic Treatment of Interval Relations.

Sergios Petridis, Georgios Paliouras, Stavros J. Perantonis

Proceedings of the TIME 2010, 2010

User-driven recognition of audio events in news videos.

Theodoros Giannakopoulos, Sergios Petridis, Stavros J. Perantonis

Proceedings of the 5th International Workshop on Semantic Media Adaptation and Personalization, 2010

A Multi-class Method for Detecting Audio Events in News Broadcasts.

Sergios Petridis, Theodoros Giannakopoulos, Stavros J. Perantonis

Proceedings of the Artificial Intelligence: Theories, 2010

Audio-Visual Fusion for Detecting Violent Scenes in Videos.

Theodoros Giannakopoulos, Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis

Proceedings of the Artificial Intelligence: Theories, 2010

Automatic unsupervised parameter selection for character segmentation.

Georgios Vamvakas, Nikolaos Stamatopoulos, Basilios Gatos, Stavros J. Perantonis

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

2009

Detecting abnormal human behaviour using multiple cameras.

Panagiota Antonakaki, Dimitrios I. Kosmopoulos, Stavros J. Perantonis

Signal Process., 2009

A method for combining complementary techniques for document image segmentation.

Nikolaos Stamatopoulos, Basilios Gatos, Stavros J. Perantonis

Pattern Recognit., 2009

A Novel Feature Extraction and Classification Methodology for the Recognition of Historical Documents.

Georgios Vamvakas, Basilios Gatos, Stavros J. Perantonis

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Retrieval of 3D Articulated Objects Using a Graph-based Representation.

Alexander Agathos, Ioannis Pratikakis, Panagiotis Papadakis, Stavros J. Perantonis, Phillip N. Azariadis, Nickolas S. Sapidis

Proceedings of the 2nd Eurographics Workshop on 3D Object Retrieval, 2009

2008

SHREC'08 entry: 2D/3D hybrid.

Panagiotis Papadakis, Ioannis Pratikakis, Stavros J. Perantonis, Theoharis Theoharis, Georgios Passalis

Proceedings of the 2008 International Conference on Shape Modeling and Applications (SMI 2008), 2008

Human Behavior Classification Using Multiple Views.

Dimitrios I. Kosmopoulos, Panagiota Antonakaki, Konstandinos Valasoulis, Anastasios L. Kesidis, Stavros J. Perantonis

Proceedings of the Artificial Intelligence: Theories, 2008

Improved document image binarization by using a combination of multiple binarization techniques and adapted edge information.

Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Modeling the Effects of Dopamine on the Antisaccade Reaction Times (aSRT) of Schizophrenia Patients.

Ioannis Kahramanoglou, Stavros J. Perantonis, Nikolaos Smyrnis, Ioannis Evdokimidis, Vassilis Cutsuridis

Proceedings of the Artificial Neural Networks, 2008

CIL3D: a content-based 3D model search engine.

Panagiotis Papadakis, Ioannis Pratikakis, Stavros J. Perantonis, Theoharis Theoharis

Proceedings of the Third International Conference on Digital Interactive Media in Entertainment and Arts, 2008

A Complete Optical Character Recognition Methodology for Historical Documents.

Georgios Vamvakas, Basilios Gatos, Nikolaos Stamatopoulos, Stavros J. Perantonis

Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

A Two-Step Dewarping of Camera Document Images.

Nikolaos Stamatopoulos, Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis

Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Keyword Matching in Historical Machine-Printed Documents Using Synthetic Data, Word Portions and Dynamic Time Warping.

Thomas Konidaris, Basilios Gatos, Stavros J. Perantonis, Anastasios L. Kesidis

Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Efficient Binarization of Historical and Degraded Document Images.

Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis

Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

3D Object Retrieval using an Efficient and Compact Hybrid Shape Descriptor .

Panagiotis Papadakis, Ioannis Pratikakis, Theoharis Theoharis, Georgios Passalis, Stavros J. Perantonis

Proceedings of the 1st Eurographics Workshop on 3D Object Retrieval, 2008

2007

Efficient 3D shape matching and retrieval using a concrete radialized spherical projection representation.

Panagiotis Papadakis, Ioannis Pratikakis, Stavros J. Perantonis, Theoharis Theoharis

Pattern Recognit., 2007

A neural model of decision-making by the superior colicullus in an antisaccade task.

Vassilis Cutsuridis, Nikolaos Smyrnis, Ioannis Evdokimidis, Stavros J. Perantonis

Neural Networks, 2007

A biophysical neural accumulator model of decision making in an antisaccade task.

Vassilis Cutsuridis, Ioannis Kahramanoglou, Nikolaos Smyrnis, Ioannis Evdokimidis, Stavros J. Perantonis

Neurocomputing, 2007

An old greek handwritten OCR system based on an efficient segmentation-free approach.

Kostas Ntzios, Basilios Gatos, Ioannis Pratikakis, Thomas Konidaris, Stavros J. Perantonis

Int. J. Document Anal. Recognit., 2007

Keyword-guided word spotting in historical printed documents using synthetic data and user feedback.

Thomas Konidaris, Basilios Gatos, Kostas Ntzios, Ioannis Pratikakis, Sergios Theodoridis, Stavros J. Perantonis

Int. J. Document Anal. Recognit., 2007

e-Medi: A Web-based e-Training Platform for Breast Imaging.

Ioannis Pratikakis, Vassilis Virvilis, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, A. Damianakis, D. Tsatsos

Proceedings of the WEBIST 2007, 2007

On the use of spatial relations between objects for image classification.

Nicolas Tsapatsoulis, Sergios Petridis, Stavros J. Perantonis

Proceedings of the Artificial Intelligence and Innovations 2007: from Theory to Applications, 2007

Hierarchical Feature Fusion for Visual Tracking.

Alexandros Makris, Dimitrios I. Kosmopoulos, Stavros J. Perantonis, Sergios Theodoridis

Proceedings of the International Conference on Image Processing, 2007

2006

Adaptive degraded document image binarization.

Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis

Pattern Recognit., 2006

An efficient segmentation-free approach to assist old Greek handwritten manuscript OCR.

Basilios Gatos, Kostas Ntzios, Ioannis Pratikakis, Sergios Petridis, Thomas Konidaris, Stavros J. Perantonis

Pattern Anal. Appl., 2006

A neural network model of Parkinson's disease bradykinesia.

Vassilis Cutsuridis, Stavros J. Perantonis

Neural Networks, 2006

IIT / NCSR "Demokritos" at TRECVID 2006: Shot Boundary Detection.

Ioannis Pratikakis, I. Dounis, Basilios Gatos, Stavros J. Perantonis

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

A Holistic Methodology for Keyword Search in Historical Typewritten Documents.

Basilios Gatos, Thomas Konidaris, Ioannis Pratikakis, Stavros J. Perantonis

Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Knowledge Acquisition from Multimedia Content using an Evolution Framework.

Dimitrios I. Kosmopoulos, Sergios Petridis, Ioannis Pratikakis, V. Gatos, Stavros J. Perantonis, Vangelis Karkaletsis, Georgios Paliouras

Proceedings of the Artificial Intelligence Applications and Innovations, 2006

Hybrid Off-Line Cursive Handwriting Word Recognition.

Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Watershed-Driven Region-Based Image Retrieval.

Ioannis Pratikakis, Iris Vanhamel, Hichem Sahli, Basilios Gatos, Stavros J. Perantonis

Proceedings of the Mathematical Morphology: 40 Years On, 2005

An Old Greek Handwritten OCR System.

Kostas Ntzios, Basilios Gatos, Ioannis Pratikakis, Thomas Konidaris, Stavros J. Perantonis

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

A Segmentation-free Approach for Keyword Search in Historical Typewritten Documents.

Basilios Gatos, Thomas Konidaris, Kostas Ntzios, Ioannis Pratikakis, Stavros J. Perantonis

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Automatic Table Detection in Document Images.

Basilios Gatos, Dimitrios Danatsas, Ioannis Pratikakis, Stavros J. Perantonis

Proceedings of the Pattern Recognition and Data Mining, 2005

A Biophysical Model of Decision Making in an Antisaccade Task Through Variable Climbing Activity.

Vassilis Cutsuridis, Ioannis Kahramanoglou, Stavros J. Perantonis, Ioannis Evdokimidis, Nikolaos Smyrnis

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2004

On the relation between discriminant analysis and mutual information for supervised linear feature extraction.

Sergios Petridis, Stavros J. Perantonis

Pattern Recognit., 2004

LSISOM - A Latent Semantic Indexing Approach to Self-Organizing Maps of Document Collections.

Nikolaos Ampazis, Stavros J. Perantonis

Neural Process. Lett., 2004

Fast Implementation Of Morphological Operations Using Binary Image Block Decomposition.

Basilios Gatos, Stavros J. Perantonis, Nikos Papamarkos, Ioannis Andreadis

Int. J. Image Graph., 2004

Feature Deforming for Improved Similarity-Based Learning.

Sergios Petridis, Stavros J. Perantonis

Proceedings of the Methods and Applications of Artificial Intelligence, 2004

Text Area Identification in Web Images.

Stavros J. Perantonis, Basilios Gatos, Vassilios Maragos, Vangelis Karkaletsis, Georgios Petasis

Proceedings of the Methods and Applications of Artificial Intelligence, 2004

Locating Text in Historical Collection Manuscripts.

Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis

Proceedings of the Methods and Applications of Artificial Intelligence, 2004

Unsupervised Region-Based Image Retrieval.

Ioannis Pratikakis, Z. Efremedis, Basilios Gatos, Stavros J. Perantonis, Iris Vanhamel, Hichem Sahli

Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004

An Adaptive Binarization Technique for Low Quality Historical Documents.

Basilios Gatos, Ioannis Pratikakis, Stavros J. Perantonis

Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

A Segmentation-Free Recognition Technique to Assist Old Greek Handwritten Manuscript OCR.

Basilios Gatos, Kostas Ntzios, Ioannis Pratikakis, Sergios Petridis, Thomas Konidaris, Stavros J. Perantonis

Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2002

Two highly efficient second-order algorithms for training feedforward networks.

Nikolaos Ampazis, Stavros J. Perantonis

IEEE Trans. Neural Networks, 2002

Symbolic and Neural Learning of Named-Entity Recognition and Classification Systems in Two Languages.

Georgios Petasis, Sergios Petridis, Georgios Paliouras, Vangelis Karkaletsis, Stavros J. Perantonis, Constantine D. Spyropoulos

Proceedings of the Advances in Computational Intelligence and Learning: Methods and Applications, 2002

2001

A dynamical model for the analysis and acceleration of learning in feedforward networks.

Nikolaos Ampazis, Stavros J. Perantonis, John G. Taylor

Neural Networks, 2001

Intelligent Techniques for Spatio-Temporal Data Analysis in Environmental Applications.

Nikolaos Vassilas, Elias Kalapanidas, Nikolaos M. Avouris, Stavros J. Perantonis

Proceedings of the Machine Learning and Its Applications, Advanced Lectures, 2001

2000

Efficient perceptron learning using constrained steepest descent.

Stavros J. Perantonis, Vassilis Virvilis

Neural Networks, 2000

Automatic page analysis for the creation of a digital library from newspaper archives.

Basilios Gatos, S. L. Mantzaris, Stavros J. Perantonis, A. Tsigris

Int. J. Digit. Libr., 2000

A Learning Framework for Neural Networks Using Constrained Optimization Methods.

Stavros J. Perantonis, Nikolaos Ampazis, Vassilis Virvilis

Ann. Oper. Res., 2000

Linking article parts for the creation of newspaper digital library.

S. L. Mantzaris, Basilios Gatos, N. Gouraros, Stavros J. Perantonis

Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

Training Feedforward Neural Networks with the Dogleg Method and BFGS Hessian Updates.

Stavros J. Perantonis, Nikolaos Ampazis, S. Spirou

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Levenberg-Marquardt Algorithm with Adaptive Momentum for the Efficient Training of Feedforward Networks.

Nikolaos Ampazis, Stavros J. Perantonis

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

The Role of Multiple, Linear-Projection Based Visualization Techniques in RBF-Based Classification of High Dimensional Data.

Adrian K. Agogino, Joydeep Ghosh, Stavros J. Perantonis, Vassilis Virvilis, Sergios Petridis, Paulo J. G. Lisboa

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Supervised Principal Component Analysis Using a Smooth Classifier Paradigm.

Stavros J. Perantonis, Sergios Petridis, Vassilis Virvilis

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

Block decomposition and segmentation for fast Hough transform evaluation.

Stavros J. Perantonis, Basilios Gatos, Nikos Papamarkos

Pattern Recognit., 1999

Input Feature Extraction for Multilayered Perceptrons Using Supervised Principal Component Analysis.

Stavros J. Perantonis, Vassilis Virvilis

Neural Process. Lett., 1999

Dynamics of multilayer networks in the vicinity of temporary minima.

Nikolaos Ampazis, Stavros J. Perantonis, John G. Taylor

Neural Networks, 1999

Dimensionality reduction using a novel neural network based feature extraction method.

Stavros J. Perantonis, Vassilis Virvilis

Proceedings of the International Joint Conference Neural Networks, 1999

Acceleration of learning in feedforward networks using dynamical systems analysis and matrix perturbation theory.

Nikolaos Ampazis, Stavros J. Perantonis, John G. Taylor

Proceedings of the International Joint Conference Neural Networks, 1999

Integrated Algorithms for Newspaper Page Decomposition and Article Tracking.

Basilios Gatos, S. L. Mantzaris, Konstantinos Chandrinos, A. Tsigris, Stavros J. Perantonis

Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998

Constrained Learning in Neural Networks: Application to Stable Factorization of 2-D Polynomials.

Stavros J. Perantonis, Nikolaos Ampazis, Stavros Varoufakis, George Antoniou

Neural Process. Lett., 1998

A New Method for Segmenting Newspaper Articles.

Basilios Gatos, N. Gouraros, S. L. Mantzaris, Stavros J. Perantonis, A. Tsigris, P. Tzavelis, Nikolaos Vassilas

Proceedings of the Research and Advanced Technology for Digital Libraries, 1998

1996

Tracking endocardial border motion in ultrasonic images by using neural networks and ARIMA modelling techniques.

Stavros J. Perantonis, Dimitris A. Karras

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Image segmentation and linear feature identification using rectangular block decomposition.

Stavros J. Perantonis, Basilis Gatos, Nikos Papamarkos

Proceedings of Third International Conference on Electronics, Circuits, and Systems, 1996

1995

An efficient constrained training algorithm for feedforward networks.

Dimitris A. Karras, Stavros J. Perantonis

IEEE Trans. Neural Networks, 1995

An efficient constrained learning algorithm with momentum acceleration.

Stavros J. Perantonis, Dimitris A. Karras

Neural Networks, 1995

1992

Translation, rotation, and scale invariant pattern recognition by high-order neural networks and moment classifiers.

Stavros J. Perantonis, Paulo J. G. Lisboa

IEEE Trans. Neural Networks, 1992