Christophe Garcia

According to our database1, Christophe Garcia authored at least 121 papers between 1991 and 2019.

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Bibliography

2019
Facial Landmark Correlation Analysis.
CoRR, 2019

2D Wasserstein Loss for Robust Facial Landmark Detection.
CoRR, 2019

Routine Modeling with Time Series Metric Learning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

Personalized Posture and Fall Classification with Shallow Gated Recurrent Units.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018
Low-Complexity Approximate Convolutional Neural Networks.
IEEE Trans. Neural Netw. Learning Syst., 2018

Pairwise Identity Verification via Linear Concentrative Metric Learning.
IEEE Trans. Cybernetics, 2018

Class-balanced siamese neural networks.
Neurocomputing, 2018

Handling noise in textual image resolution enhancement using online and offline learned dictionaries.
IJDAR, 2018

Deep Siamese Network for Multiple Object Tracking.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

2017
Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects.
IEEE Trans. Image Processing, 2017

Contribution of recurrent connectionist language models in improving LSTM-based Arabic text recognition in videos.
Pattern Recognit., 2017

2016
Visual Focus of Attention Estimation With Unsupervised Incremental Learning.
IEEE Trans. Circuits Syst. Video Techn., 2016

Using Discriminative Motion Context for Online Visual Object Tracking.
IEEE Trans. Circuits Syst. Video Techn., 2016

Siamese multi-layer perceptrons for dimensionality reduction and face identification.
Multimedia Tools Appl., 2016

Resolution enhancement of textual images: a survey of single image-based methods.
IET Image Processing, 2016

End-to-End Data Visualization by Metric Learning and Coordinate Transformation.
CoRR, 2016

An Efficient New PDE-based Characters Reconstruction after Graphics Removal.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Blind Super-Resolution with Deep Convolutional Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Polar Sine Based Siamese Neural Network for Gesture Recognition.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015
Resolution enhancement of textual images via multiple coupled dictionaries and adaptive sparse representation selection.
IJDAR, 2015

A Comparison between Multi-Layer Perceptrons and Convolutional Neural Networks for Text Image Super-Resolution.
Proceedings of the VISAPP 2015, 2015

AColDPS - Robust and Unsupervised Automatic Color Document Processing System.
Proceedings of the VISAPP 2015, 2015

An Efficient Image Registration Method based on Modified NonLocal-Means - Application to Color Business Document Images.
Proceedings of the VISAPP 2015, 2015

ALIF: A dataset for Arabic embedded text recognition in TV broadcast.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Deep learning and recurrent connectionist-based approaches for Arabic text recognition in videos.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Joint denoising and magnification of noisy Low-Resolution textual images.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

ICDAR2015 competition on Text Image Super-Resolution.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Logistic similarity metric learning for face verification.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Triangular similarity metric learning for face verification.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

The FG 2015 Kinship Verification in the Wild Evaluation.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Siamese neural network based similarity metric for inertial gesture classification and rejection.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014
Improving texture categorization with biologically-inspired filtering.
Image Vis. Comput., 2014

Text recognition in multimedia documents: a study of two neural-based OCRs using and avoiding character segmentation.
IJDAR, 2014

Représentation des mots manuscrits par graphe pour la recherche par similarité.
Document Numérique, 2014

Evaluation of video activity localizations integrating quality and quantity measurements.
Comput. Vis. Image Underst., 2014

A Coarse-to-Fine Word Spotting Approach for Historical Handwritten Documents Based on Graph Embedding and Graph Edit Distance.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Arabic text detection in videos using neural and boosting-based approaches: Application to video indexing.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Handwritten word spotting based on a hybrid optimal distance.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A Sparse Coding Based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

3D gesture classification with convolutional neural networks.
Proceedings of the IEEE International Conference on Acoustics, 2014


Exploiting Contextual Motion Cues for Visual Object Tracking.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

A Novel Learning-Free Word Spotting Approach Based on Graph Representation.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Représentation par graphe de mots manuscrits dans les images pour la recherche par similarité.
Proceedings of the CORIA 2014, 2014

2013
A Dictionary-Learning Sparse Representation framework for pose classification.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

A Comprehensive Representation Model for Handwriting Dedicated to Word Spotting.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Multiple Learned Dictionaries Based Clustered Sparse Coding for the Super-Resolution of Single Text Image.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

PixelTrack: A Fast Adaptive Algorithm for Tracking Non-rigid Objects.
Proceedings of the IEEE International Conference on Computer Vision, 2013

A Combination of Hand-Crafted and Hierarchical High-Level Learnt Feature Extraction for Music Genre Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

BLSTM-RNN Based 3D Gesture Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013

Exploring Interest Points and Local Descriptors for Word Spotting Application on Historical Handwriting Images.
Proceedings of the Computer Analysis of Images and Patterns, 2013

Learning a bag of features based nonlinear metric for facial similarity.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

Unsupervised online learning of visual focus of attention.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

Incremental Principal Component Analysis-Based Sparse Representation for Face Pose Classification.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012
Supervised Learning and Codebook Optimization for Bag-of-Words Models.
Cognitive Computation, 2012

Local-feature-map Integration Using Convolutional Neural Networks for Music Genre Classification.
Proceedings of the INTERSPEECH 2012, 2012

Sparse shift-invariant representation of local 2D patterns and sequence learning for human action recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Simplifying ConvNets for Fast Learning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Text Recognition in Videos Using a Recurrent Connectionist Approach.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Combining Multi-scale Character Recognition and Linguistic Knowledge for Natural Scene Text OCR.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification.
Proceedings of the British Machine Vision Conference, 2012

Kernel Similarity Based AAMs for Face Recognition.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011
A comprehensive neural-based approach for text recognition in videos using natural language processing.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Sequential Deep Learning for Human Action Recognition.
Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

2010
Embedded facial image processing with Convolutional Neural Networks.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks.
Proceedings of the Artificial Neural Networks, 2010

2009
Adapted Active Appearance Models.
EURASIP J. Image and Video Processing, 2009

Object detection with a minimal set of examples using Convolutional PCA.
Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

The image Text Recognition Graph (iTRG).
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

2008
Robust detection of outliers for projection-based face recognition methods.
Multimedia Tools Appl., 2008

Efficient Object Detection Robust to RST with Minimal Set of Examples.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Robust Face Alignment Using Convolutional Neural Networks.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

text Detection with Convolutional Neural Networks.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

A probabilistic Self-Organizing Map for facial recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

An Automatic Method for Video Character Segmentation.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

A heterogeneous descriptor fusion process for visual concept identification.
Proceedings of the 11th International Conference on Information Fusion, 2008

2007
Facial Image Processing.
EURASIP J. Image and Video Processing, 2007

Real-Time Video Convolutional Face Finder on Embedded Platforms.
EURASIP J. Emb. Sys., 2007

Avatar Puppetry Using Real-Time Audio and Video Analysis.
Proceedings of the Intelligent Virtual Agents, 7th International Conference, 2007

Robust Binarization for Video Text Recognition.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

An Online Backpropagation Algorithm with Validation Error-Based Adaptive Learning Rate.
Proceedings of the Artificial Neural Networks, 2007

Facial biometry by stimulating salient singularity masks.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

Face recognition using non-linear image reconstruction.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
WaveRead: Automatic measurement of relative gene expression levels from microarrays using wavelet analysis.
, 2006

Modeling gaze behavior for a 3D ECA in a dialogue situation.
Proceedings of the 11th International Conference on Intelligent User Interfaces, 2006

Supervised Image Classification by SOM Activity Map Comparison.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Embedded Convolutional Face Finder.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

A Neural Scheme for Robust Detection of Transparent Logos in TV Programs.
Proceedings of the Artificial Neural Networks, 2006

Industry and Object Recognition: Applications, Applied Research and Challenges.
Proceedings of the Toward Category-Level Object Recognition, 2006

2005
Face Recognition Using Modular Bilinear Discriminant Analysis.
Proceedings of the Visual Information and Information Systems, 2005

Online face detection and user authentication.
Proceedings of the 13th ACM International Conference on Multimedia, 2005


Bilinear Discriminant Analysis for Face Recognition.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Modeling Gaze Behavior for a 3D ECA in a Dialogue Situation.
Proceedings of the Gesture in Human-Computer Interaction and Simulation, 2005

On the impact of outliers on high-dimensional data analysis methods for face recognition.
Proceedings of the Second International Workshop on Computer Vision meets Databases, 2005

Normalized radial basis function networks and bilinear discriminant analysis for face recognition.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

Enhancing face recognition from video sequences using robust statistics.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

2004
Convolutional Face Finder: A Neural Architecture for Fast and Robust Face Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Comparing Robustness of Two-Dimensional PCA and Eigenfaces for Face Recognition.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Two-Dimensional-Oriented Linear Discriminant Analysis for Face Recognition.
Proceedings of the International Conference on Computer Vision and Graphics, 2004

2002
Bayesian Level Sets for Image Segmentation.
J. Vis. Commun. Image Represent., 2002

Optimal projection of 2-D displacements for 3-D translational motion estimation.
Image Vis. Comput., 2002

A Neural Architecture for Fast and Robust Face Detection.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
: 3D translational motion estimation from 2D displacements.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Wavelet packet analysis for face recognition.
Image Vis. Comput., 2000

Conceptual Indexing of Televison Images Based on Face and Caption Sizes and Locations.
Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000

Text detection and segmentation in complex color images.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Face Detection Using Quantized Skin Color Regions Merging and Wavelet Packet Analysis.
IEEE Trans. Multimedia, 1999

Pose Estimation using Point and Line Correspondences.
Real-Time Imaging, 1999

Fully Vision-based Calibration of a Hand-Eye Robot.
Auton. Robots, 1999

Scene Segmentation and Image Feature Extraction for Video Indexing and Retrieval.
Proceedings of the Visual Information and Information Systems, 1999

Face Detection in Color Images Using Wavelet Packet Analysis.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

1998
Virtual meeting in cyberstage.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 1998

1997
Object Pose by Affine Iterations.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

1995
Cast System Approach for Visual Inspection.
Proceedings of the Computer Aided Systems Theory, 1995

1993
Systems Concepts for Visual Texture Change Detection Strategy.
Proceedings of the Computer Aided Systems Theory, 1993

Facilitatory Process for Contrast Detection.
Proceedings of the Database and Expert Systems Applications, 4th International Conference, 1993

1991
Computer Aided Vision (CAV) A CASt Method for Artificial Vision Systems.
Proceedings of the Computer Aided Systems Theory, 1991

A CAST System for Visual Fault Detection Research.
Proceedings of the Computer Aided Systems Theory, 1991


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