Stavros J. Perantonis

According to our database1, Stavros J. Perantonis authored at least 104 papers between 1992 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
K-Nets: Clustering through nearest neighbors networks.
Pattern Recognition, 2019

Emotion Recognition from Speech: A Survey.
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.
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.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Recognition of Urban Sound Events Using Deep Context-Aware Feature Extractors and Handcrafted Features.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

2018
Deep learned features for image retrieval.
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.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Exploiting social media information toward a context-aware recommendation system.
Social Netw. Analys. Mining, 2017

2016
Fusing active orientation models and mid-term audio features for automatic depression estimation.
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.
Cognitive Computation, 2015

Automatic soundscape quality estimation using audio analysis.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Visual sentiment analysis for brand monitoring enhancement.
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.
Proceedings of the 6th International Conference on Information, 2015

A dynamic model for environmentally safe shipping through the Aegean Sea.
Proceedings of the 6th International Conference on Information, 2015

A maritime data analytics platform for policy recommendation.
Proceedings of the 6th International Conference on Information, 2015

Use of Sentinel-1 data for Maritime Domain Awareness: Preliminary results.
Proceedings of the 6th International Conference on Information, 2015

2014
Efficient skew detection of printed document images based on novel combination of enhanced profiles.
IJDAR, 2014

Clothes Change Detection Using the Kinect Sensor.
Proceedings of the SIGMAP 2014, 2014

AMINESS: a platform for environmentally safe shipping.
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.
Proceedings of the E-Business and Telecommunications - 11th International Joint Conference, 2014

Realtime depression estimation using mid-term audio features.
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.
Proceedings of the Digital Access to Textual Cultural Heritage 2014, 2014

2013
Bag of spatio-visual words for context inference in scene classification.
Pattern Recognition, 2013

An Efficient Constrained Learning Algorithm for Stable 2D IIR Filter Factorization.
Adv. Artificial Neural Systems, 2013

2012
Hand Shape and 3D Pose Estimation Using Depth Data from a Single Cluttered Frame.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

2011
Goal-Oriented Rectification of Camera-Based Document Images.
IEEE Trans. Image Processing, 2011

A hierarchical feature fusion framework for adaptive visual tracking.
Image Vision Comput., 2011

Multimodal and ontology-based fusion approaches of audio and visual processing for violence detection in movies.
Expert Syst. Appl., 2011

Semantics Extraction from Images.
Proceedings of the Knowledge-Driven Multimedia Information Extraction and Ontology Evolution, 2011

2010
Protrusion-oriented 3D mesh segmentation.
The Visual Computer, 2010

3D articulated object retrieval using a graph-based representation.
The Visual Computer, 2010

Handwritten character recognition through two-stage foreground sub-sampling.
Pattern Recognition, 2010

PANORAMA: A 3D Shape Descriptor Based on Panoramic Views for Unsupervised 3D Object Retrieval.
International Journal of Computer Vision, 2010

Allen's Hourglass: Probabilistic Treatment of Interval Relations.
Proceedings of the TIME 2010, 2010

User-driven recognition of audio events in news videos.
Proceedings of the 5th International Workshop on Semantic Media Adaptation and Personalization, 2010

A Multi-class Method for Detecting Audio Events in News Broadcasts.
Proceedings of the Artificial Intelligence: Theories, 2010

Audio-Visual Fusion for Detecting Violent Scenes in Videos.
Proceedings of the Artificial Intelligence: Theories, 2010

Automatic unsupervised parameter selection for character segmentation.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

2009
Detecting abnormal human behaviour using multiple cameras.
Signal Processing, 2009

A method for combining complementary techniques for document image segmentation.
Pattern Recognition, 2009

A Novel Feature Extraction and Classification Methodology for the Recognition of Historical Documents.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Retrieval of 3D Articulated Objects Using a Graph-based Representation.
Proceedings of the Eurographics Workshop on 3D Object Retrieval, 2009

2008
SHREC'08 entry: 2D/3D hybrid.
Proceedings of the 2008 International Conference on Shape Modeling and Applications (SMI 2008), 2008

Human Behavior Classification Using Multiple Views.
Proceedings of the Artificial Intelligence: Theories, 2008

Improved document image binarization by using a combination of multiple binarization techniques and adapted edge information.
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.
Proceedings of the Artificial Neural Networks, 2008

CIL3D: a content-based 3D model search engine.
Proceedings of the Third International Conference on Digital Interactive Media in Entertainment and Arts, 2008

A Complete Optical Character Recognition Methodology for Historical Documents.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

A Two-Step Dewarping of Camera Document Images.
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.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

Efficient Binarization of Historical and Degraded Document Images.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008

3D Object Retrieval using an Efficient and Compact Hybrid Shape Descriptor .
Proceedings of the Eurographics Workshop on 3D Object Retrieval, 2008

2007
Efficient 3D shape matching and retrieval using a concrete radialized spherical projection representation.
Pattern Recognition, 2007

A neural model of decision-making by the superior colicullus in an antisaccade task.
Neural Networks, 2007

A biophysical neural accumulator model of decision making in an antisaccade task.
Neurocomputing, 2007

An old greek handwritten OCR system based on an efficient segmentation-free approach.
IJDAR, 2007

Keyword-guided word spotting in historical printed documents using synthetic data and user feedback.
IJDAR, 2007

e-Medi: A Web-based e-Training Platform for Breast Imaging.
Proceedings of the WEBIST 2007, 2007

On the use of spatial relations between objects for image classification.
Proceedings of the Artificial Intelligence and Innovations 2007: from Theory to Applications, 2007

Hierarchical Feature Fusion for Visual Tracking.
Proceedings of the International Conference on Image Processing, 2007

2006
Adaptive degraded document image binarization.
Pattern Recognition, 2006

An efficient segmentation-free approach to assist old Greek handwritten manuscript OCR.
Pattern Anal. Appl., 2006

A neural network model of Parkinson's disease bradykinesia.
Neural Networks, 2006

A Holistic Methodology for Keyword Search in Historical Typewritten Documents.
Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Knowledge Acquisition from Multimedia Content using an Evolution Framework.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006

Hybrid Off-Line Cursive Handwriting Word Recognition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
Watershed-Driven Region-Based Image Retrieval.
Proceedings of the Mathematical Morphology: 40 Years On, 2005

An Old Greek Handwritten OCR System.
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.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Automatic Table Detection in Document Images.
Proceedings of the Pattern Recognition and Data Mining, 2005

A Biophysical Model of Decision Making in an Antisaccade Task Through Variable Climbing Activity.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2004
On the relation between discriminant analysis and mutual information for supervised linear feature extraction.
Pattern Recognition, 2004

LSISOM - A Latent Semantic Indexing Approach to Self-Organizing Maps of Document Collections.
Neural Processing Letters, 2004

Fast Implementation Of Morphological Operations Using Binary Image Block Decomposition.
Int. J. Image Graphics, 2004

Feature Deforming for Improved Similarity-Based Learning.
Proceedings of the Methods and Applications of Artificial Intelligence, 2004

Text Area Identification in Web Images.
Proceedings of the Methods and Applications of Artificial Intelligence, 2004

Locating Text in Historical Collection Manuscripts.
Proceedings of the Methods and Applications of Artificial Intelligence, 2004

Unsupervised Region-Based Image Retrieval.
Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004

An Adaptive Binarization Technique for Low Quality Historical Documents.
Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

A Segmentation-Free Recognition Technique to Assist Old Greek Handwritten Manuscript OCR.
Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2002
Two highly efficient second-order algorithms for training feedforward networks.
IEEE Trans. Neural Networks, 2002

Symbolic and Neural Learning of Named-Entity Recognition and Classification Systems in Two Languages.
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.
Neural Networks, 2001

Intelligent Techniques for Spatio-Temporal Data Analysis in Environmental Applications.
Proceedings of the Machine Learning and Its Applications, Advanced Lectures, 2001

2000
Efficient perceptron learning using constrained steepest descent.
Neural Networks, 2000

Automatic page analysis for the creation of a digital library from newspaper archives.
Int. J. on Digital Libraries, 2000

A Learning Framework for Neural Networks Using Constrained Optimization Methods.
Annals OR, 2000

Linking article parts for the creation of newspaper digital library.
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.
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.
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.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Supervised Principal Component Analysis Using a Smooth Classifier Paradigm.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Block decomposition and segmentation for fast Hough transform evaluation.
Pattern Recognition, 1999

Input Feature Extraction for Multilayered Perceptrons Using Supervised Principal Component Analysis.
Neural Processing Letters, 1999

Dynamics of multilayer networks in the vicinity of temporary minima.
Neural Networks, 1999

Dimensionality reduction using a novel neural network based feature extraction method.
Proceedings of the International Joint Conference Neural Networks, 1999

Acceleration of learning in feedforward networks using dynamical systems analysis and matrix perturbation theory.
Proceedings of the International Joint Conference Neural Networks, 1999

Integrated Algorithms for Newspaper Page Decomposition and Article Tracking.
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.
Neural Processing Letters, 1998

A New Method for Segmenting Newspaper Articles.
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.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995
An efficient constrained training algorithm for feedforward networks.
IEEE Trans. Neural Networks, 1995

An efficient constrained learning algorithm with momentum acceleration.
Neural Networks, 1995

1992
Translation, rotation, and scale invariant pattern recognition by high-order neural networks and moment classifiers.
IEEE Trans. Neural Networks, 1992


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