Christophe Garcia

发表

BLSTM-RNN Based 3D Gesture Classification

Samuel Berlemont, Grégoire Lefebvre, Christophe Garcia, 2013, ICANN.

The 2005 PASCAL Visual Object Classes Challenge

Cordelia Schmid, Jorma Laaksonen, Luc Van Gool, 2005, MLCW.

Convolutional face finder: a neural architecture for fast and robust face detection

Christophe Garcia, Manolis Delakis, Christophe Garcia, 2004, IEEE Transactions on Pattern Analysis and Machine Intelligence.

text Detection with Convolutional Neural Networks

Christophe Garcia, Manolis Delakis, Christophe Garcia, 2008, VISAPP.

Sequential Deep Learning for Human Action Recognition

Christian Wolf, Atilla Baskurt, Christophe Garcia, 2011, HBU.

A neural architecture for fast and robust face detection

Christophe Garcia, Manolis Delakis, Christophe Garcia, 2002, Object recognition supported by user interaction for service robots.

Human activities dataset and the ICPR 2012 human activities recognition and localization competition

Christophe Garcia, Christian Wolf, M. Baccouche, 2012 .

Face Detection Using Quantized Skin Color Regions Merging and Wavelet Packet Analysis

Georgios Tziritas, Christophe Garcia, Christophe Garcia, 1999, IEEE Trans. Multim..

Enhancing face recognition from video sequences using robust statistics

Christophe Garcia, Sid-Ahmed Berrani, Christophe Garcia, 2005, IEEE Conference on Advanced Video and Signal Based Surveillance, 2005..

Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks

Christian Wolf, Atilla Baskurt, Christophe Garcia, 2010, ICANN.

Industry and Object Recognition: Applications, Applied Research and Challenges

Anthony Hoogs, Rahul Sukthankar, Christophe Garcia, 2006, Toward Category-Level Object Recognition.

A Neural Scheme for Robust Detection of Transparent Logos in TV Programs

Christophe Garcia, Stefan Duffner, Christophe Garcia, 2006, ICANN.

Using Discriminative Motion Context for Online Visual Object Tracking

Stefan Duffner, Christophe Garcia, Christophe Garcia, 2016, IEEE Transactions on Circuits and Systems for Video Technology.

The Visual Object Tracking VOT2015 Challenge Results

Zhe, Jin, Philip H. S. Torr, 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).

THE CREATION OF MPEG-4 CONTENT AND ITS DELIVERY OVER DVB INFRASTRUCTURE

Christian Bouville, Christophe Garcia, Konrad Klein, 2001 .

Deep Model Compression for Mobile Devices : A Survey

Christophe Garcia, S. Duffner, C. Blanc, 2019 .

Simplifying ConvNets for Fast Learning

Christophe Garcia, Franck Mamalet, F. Mamalet, 2012, ICANN.

3 D gesture classification with convolutional neural networks

G. Lefebvre, Samuel Berlemont, Christophe Garcia, 2019 .

gesture classification with convolutional neural networks

G. Lefebvre, Samuel Berlemont, Christophe Garcia, 2018 .

3D gesture classification with convolutional neural networks

G. Lefebvre, Samuel Berlemont, Christophe Garcia, 2014, IEEE International Conference on Acoustics, Speech, and Signal Processing.

Histogram of structure tensors: application to pattern clustering

Christophe Garcia, A. Alimi, Fadoua Drira, 2014 .

Learning of Visual Focus of Attention

Christophe Garcia, S. Duffner, 2018 .

A Dictionary-Learning Sparse Representation framework for pose classification

Christophe Garcia, Khalid Idrissi, Yuyao Zhang, 2013, 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Imitation of Active AppearanceModels

Christophe Garcia, R. Séguier, S. L. Gallou, 2010 .

Pose Estimation using Point and Line

Fadi Dornaika, Christophe Garcia, Christophe Garcia, 1999 .

Modeling gaze behavior for a 3D ECA in a dialogue situation

Christophe Garcia, Gaspard Breton, Danielle Pelé, 2006, IUI '06.

GALA 2007 submission document

Christophe Garcia, R. Séguier, G. Breton, 2007 .

Scene Segmentation and Image Feature Extraction in the DiVAN Video Indexing and Retrieval Architecture

Christophe Garcia, P. Bouthemy, G. Tziritas, 1999 .

RADON: Robust Autoencoder for Unsupervised Anomaly Detection

G. Lefebvre, Samuel Berlemont, Christophe Garcia, 2021, 2021 14th International Conference on Security of Information and Networks (SIN).

Deep Learning for Low Resolution Face Analysis

Christophe Garcia, Christophe Garcia, 2013 .

The Visual Object Tracking VOT2014 Challenge Results

Joost van de Weijer, Philip H. S. Torr, João F. Henriques, 2014, ECCV Workshops.

Improving Information Extraction on Business Documents with Specific Pre-training Tasks

Christophe Garcia, S. Duffner, Thibault Douzon, 2023, DAS.

Supervised Learning and Codebook Optimization for Bag-of-Words Models

A. Baskurt, Christophe Garcia, Christian Wolf, 2012, Cognitive Computation.

Resolution enhancement of textual images via multiple coupled dictionaries and adaptive sparse representation selection

Adel M. Alimi, Christophe Garcia, Frank Lebourgeois, 2015, International Journal on Document Analysis and Recognition (IJDAR).

Siamese multi-layer perceptrons for dimensionality reduction and face identification

A. Baskurt, Christophe Garcia, S. Duffner, 2016, Multimedia Tools and Applications.

Wavelet packet analysis for face recognition

Georgios Tziritas, Christophe Garcia, George Zikos, 2000, Image Vis. Comput..

Inertial Gesture Recognition with BLSTM-RNN

Grégoire Lefebvre, Samuel Berlemont, Christophe Garcia, 2015 .

Deep learning and recurrent connectionist-based approaches for Arabic text recognition in videos

Christophe Garcia, Sid-Ahmed Berrani, Sonia Yousfi, 2015, 2015 13th International Conference on Document Analysis and Recognition (ICDAR).

On the impact of outliers on high-dimensional data analysis methods for face recognition

Christophe Garcia, Sid-Ahmed Berrani, Christophe Garcia, 2005, CVDB '05.

Data-Eﬀicient Information Extraction from Documents with Pre-Trained Language Models

Christophe Garcia, S. Duffner, A. Aussem, 2022 .

Data-Eﬃcient Information Extraction from Documents with Pre-Trained Language Models

Christophe Garcia, S. Duffner, A. Aussem, 2021 .

Data-Efficient Information Extraction from Documents with Pre-trained Language Models

Christophe Garcia, Stefan Duffner, Véronique Eglin, 2021, ICDAR Workshops.

Virtual meeting in cyberstage

Christophe Garcia, Vali Lalioti, Frank Hasenbrink, 1998, VRST '98.

Robust camera calibration using 2D-to-3D feature correspondences

Fadi Dornaika, Christophe Garcia, Christophe Garcia, 1997, Optics & Photonics.

PixelTrack: A Fast Adaptive Algorithm for Tracking Non-rigid Objects

Stefan Duffner, Christophe Garcia, Christophe Garcia, 2013, ICCV.

Fast Pixelwise Adaptive Visual Tracking of Non-Rigid Objects

Christophe Garcia, Stefan Duffner, Christophe Garcia, 2017, IEEE Transactions on Image Processing.

Siamese multi-layer perceptrons for dimensionality reduction and face identification

Stefan Duffner, Christophe Garcia, Lilei Zheng, 2015, Multimedia Tools and Applications.

Resolution enhancement of textual images: a survey of single image-based methods

Adel M. Alimi, Christophe Garcia, Frank Lebourgeois, 2016, IET Image Process..

A Sparse Coding Based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images

Adel M. Alimi, Christophe Garcia, Frank Lebourgeois, 2014, 2014 14th International Conference on Frontiers in Handwriting Recognition.

Deep Model Compression and Architecture Optimization for Embedded Systems: A Survey

Thierry Chateau, Stefan Duffner, Christophe Garcia, 2020, Journal of Signal Processing Systems.

Local-feature-map Integration Using Convolutional Neural Networks for Music Genre Classification

Tetsuya Takiguchi, Christophe Garcia, Toru Nakashika, 2012, INTERSPEECH.

Visual Focus of Attention Estimation With Unsupervised Incremental Learning

Christophe Garcia, Stefan Duffner, Christophe Garcia, 2016, IEEE Trans. Circuits Syst. Video Technol..

Low-Complexity Approximate Convolutional Neural Networks

Christophe Garcia, Stefan Duffner, Renato J. Cintra, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Multiple Instance Learning for Training Neural Networks under Label Noise

Stefan Duffner, Christophe Garcia, Christophe Garcia, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Sequence Metric Learning as Synchronization of Recurrent Neural Networks

Grégoire Lefebvre, Christophe Garcia, Stefan Duffner, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Bayesian Level Sets for Image Segmentation

Georgios Tziritas, Eftychios Sifakis, Christophe Garcia, 2002, J. Vis. Commun. Image Represent..

The Visual Object Tracking VOT2013 Challenge Results

Michael Felsberg, Seunghoon Hong, Bohyung Han, 2013, 2013 IEEE International Conference on Computer Vision Workshops.

Contribution of recurrent connectionist language models in improving LSTM-based Arabic text recognition in videos

Christophe Garcia, Sid-Ahmed Berrani, Sonia Yousfi, 2017, Pattern Recognit..

Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification

Christian Wolf, Atilla Baskurt, Christophe Garcia, 2012, BMVC.

Normalized radial basis function networks and bilinear discriminant analysis for face recognition

Jean-Michel Jolion, Muriel Visani, C. García, 2005, IEEE Conference on Advanced Video and Signal Based Surveillance, 2005..

Resolution enhancement of textual images via multiple coupled dictionaries and adaptive sparse representation selection

Christophe Garcia, A. Alimi, Fadoua Drira, 2015, International Journal on Document Analysis and Recognition (IJDAR).

Handling noise in textual image resolution enhancement using online and offline learned dictionaries

Christophe Garcia, A. Alimi, Fadoua Drira, 2018, International Journal on Document Analysis and Recognition (IJDAR).

ICDAR2015 competition on Text Image Super-Resolution

Christophe Garcia, Franck Mamalet, Moez Baccouche, 2015, 2015 13th International Conference on Document Analysis and Recognition (ICDAR).

Joint denoising and magnification of noisy Low-Resolution textual images

Adel M. Alimi, Christophe Garcia, Frank Lebourgeois, 2015, 2015 13th International Conference on Document Analysis and Recognition (ICDAR).

Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution

Adel M. Alimi, Christophe Garcia, Frank Lebourgeois, 2014, 2014 22nd International Conference on Pattern Recognition.

Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding

Adel M. Alimi, Christophe Garcia, Frank Lebourgeois, 2013, ICIAP.

Multiple Learned Dictionaries Based Clustered Sparse Coding for the Super-Resolution of Single Text Image

Adel M. Alimi, Christophe Garcia, Frank Lebourgeois, 2013, 2013 12th International Conference on Document Analysis and Recognition.

Real-Time Video Convolutional Face Finder on Embedded Platforms

Christophe Garcia, Franck Mamalet, Sébastien Roux, 2007, EURASIP J. Embed. Syst..

DISTANCE MAPS: A ROBUST ILLUMINATION PREPROCESSING FOR ACTIVE APPEARANCE MODELS

Christophe Garcia, Gaspard Breton, Renaud Seguier, 2016, VISAPP 2016.

Adapted Active Appearance Models

Christophe Garcia, Renaud Séguier, Gaspard Breton, 2009, EURASIP J. Image Video Process..

Robust detection of outliers for projection-based face recognition methods

Christophe Garcia, Sid-Ahmed Berrani, Christophe Garcia, 2008, Multimedia Tools and Applications.

Sparse shift-invariant representation of local 2D patterns and sequence learning for human action recognition

Christian Wolf, Atilla Baskurt, Christophe Garcia, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Object detection with a minimal set of examples using Convolutional PCA

Jean-Luc Dugelay, Christophe Garcia, Henri Sanson, 2009, 2009 IEEE International Workshop on Multimedia Signal Processing.

Enhanced sports broadcasting by means of augmented reality in MPEG-4

Christian Bouville, Christophe Garcia, Athanasios M. Demiris, 2001 .

Class-balanced siamese neural networks

Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, 2018, Neurocomputing.

The FG 2015 Kinship Verification in the Wild Evaluation

Jiwen Lu, Javier Lorenzo-Navarro, Modesto Castrillón Santana, 2015, 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

Atilla Baskurt, Christophe Garcia, Lilei Zheng, 2015, 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

Pairwise Identity Verification via Linear Concentrative Metric Learning

Stefan Duffner, Christophe Garcia, Lilei Zheng, 2018, IEEE Transactions on Cybernetics.

Improving texture categorization with biologically-inspired filtering

Thanh Phuong Nguyen, Christophe Garcia, Ngoc-Son Vu, 2013, Image Vis. Comput..

A Coarse-to-Fine Word Spotting Approach for Historical Handwritten Documents Based on Graph Embedding and Graph Edit Distance

Alicia Fornés, Josep Lladós, Christophe Garcia, 2014, 2014 22nd International Conference on Pattern Recognition.

DETECTION WITH CONVOLUTIONAL NEURAL NETWORKS

Christophe Garcia, M. Delakis, 2010 .

The 2005 PASCAL Visual Object Classes Challenge

Christopher K. I. Williams, Jason D. R. Farquhar, Charles M. Bishop, 2005, MLCW.

Human Hair Segmentation In The Wild Using Deep Shape Prior

Thierry Chateau, Christophe Garcia, Stefan Duffner, 2019 .

Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm pdf

Thierry Chateau, Stefan Duffner, Christophe Garcia, 2020, ICPR Workshops.

Robust Binarization for Video Text Recognition

Christophe Garcia, Zohra Saidane, Christophe Garcia, 2007, Ninth International Conference on Document Analysis and Recognition (ICDAR 2007).

An Online Backpropagation Algorithm with Validation Error-Based Adaptive Learning Rate

Christophe Garcia, Stefan Duffner, Christophe Garcia, 2007, ICANN.

An Embedded Robust Facial Feature Detector

S. Duffner, C. Garcia, S. Roux, 2007, 2007 IEEE Workshop on Machine Learning for Signal Processing.

Comparing Robustness of Two-Dimensional PCA and Eigenfaces for Face Recognition

Muriel Visani, Christophe Garcia, Christophe Laurent, 2004, ICIAR.

Two-Dimensional-Oriented Linear Discriminant Analysis for Face Recognition

Jean-Michel Jolion, Muriel Visani, C. García, 2004, ICCVG.

Learning personalized ADL recognition models from few raw data

Grégoire Lefebvre, Christophe Garcia, Stefan Duffner, 2020, Artif. Intell. Medicine.

The Visual Object Tracking VOT2014 Challenge Results

Joost van de Weijer, Philip H. S. Torr, João F. Henriques, 2014, ECCV Workshops.

Exploiting Contextual Motion Cues for Visual Object Tracking

Christophe Garcia, Stefan Duffner, Christophe Garcia, 2014, ECCV Workshops.

Handwritten word spotting based on a hybrid optimal distance

Christophe Garcia, Véronique Eglin, Peng Wang, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

The Pascal Visual Object Classes Challenge 2006 ( VOC 2006 ) Results

Christopher K. I. Williams, Jason D. R. Farquhar, Charles M. Bishop, 2006 .

A heterogeneous descriptor fusion process for visual concept identification

Grégoire Lefebvre, Christophe Garcia, G. Lefebvre, 2008, 2008 11th International Conference on Information Fusion.

Digital architecture for real-time CNN-based face detection for video processing

Arjuna Madanayake, Christophe Garcia, Stefan Duffner, 2017, 2017 Cognitive Communications for Aerospace Applications Workshop (CCAA).

Siamese neural network based similarity metric for inertial gesture classification and rejection

Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, 2015, 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

A Wavelet-based Framework for Face Recognition

Christophe Garcia, Giorgos Zikos, Giorgos Tziritas, 1998 .

Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection

G. Lefebvre, Samuel Berlemont, Christophe Garcia, 2022, AINA.

The FG 2015 Kinship Verification in the Wild Evaluation

Venice Erin Liong, Ihtesham Ul Islam, Tiago F. Vieira, 2015, 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

A connexionist approach for robust and precise facial feature detection in complex scenes

S. Duffner, C. Garcia, Christophe Garcia, 2005, ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis, 2005..

Face detection in color images using wavelet packet analysis

Georgios Tziritas, Christophe Garcia, George Zikos, 1999, Proceedings IEEE International Conference on Multimedia Computing and Systems.

Computer Aided Vision (CAV) A CASt Method for Artificial Vision Systems

Christophe Garcia, Santiago Candela Solá, Christophe Garcia, 1991, International Conference/Workshop on Computer Aided Systems Theory.

Facial Image Processing with Convolutional Neural Networks

Stefan Duffner, Christophe Garcia, Christophe Garcia, 2007 .

Embedded facial image processing with Convolutional Neural Networks

Christophe Garcia, Franck Mamalet, Sébastien Roux, 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems.

Embedded Convolutional Face Finder

Christophe Garcia, Franck Mamalet, Sébastien Roux, 2006, 2006 IEEE International Conference on Multimedia and Expo.

Exploiting Visual Context to Identify People in TV Programs

Christophe Garcia, Stefan Duffner, Thomas Petit, 2021, International Conference on Computer Analysis of Images and Patterns.

Unsupervised learning of co-occurrences for face images retrieval

Christophe Garcia, S. Duffner, Pierre Letessier, 2021, MMAsia.

Facial Image Processing

Jörn Ostermann, Timothy F. Cootes, Christophe Garcia, 2007, EURASIP J. Image Video Process..

Using Discriminative Motion Context for Online Visual Object Tracking

Christophe Garcia, S. Duffner, 2016, IEEE Transactions on Circuits and Systems for Video Technology.

PixelTrack: A Fast Adaptive Algorithm for Tracking Non-rigid Objects

Christophe Garcia, S. Duffner, 2013, 2013 IEEE International Conference on Computer Vision.

Learning a bag of features based nonlinear metric for facial similarity

G. Lefebvre, Christophe Garcia, 2013, 2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance.

The 2005 PASCAL Visual Object Classes Challenge

Christopher K. I. Williams, Jason D. R. Farquhar, Charles M. Bishop, 2005, MLCW.

Polar Sine Based Siamese Neural Network for Gesture Recognition

Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, 2016, ICANN.

Facial biometry by stimulating salient singularity masks

Grégoire Lefebvre, Christophe Garcia, G. Lefebvre, 2007, 2007 IEEE Conference on Advanced Video and Signal Based Surveillance.

Text Recognition in Videos Using a Recurrent Connectionist Approach

Pascale Sébillot, Christophe Garcia, Franck Mamalet, 2012, ICANN.

PixelTrack: A Fast Adaptive Algorithm for Tracking Non-rigid Objects

Christophe Garcia, S. Duffner, 2013, 2013 IEEE International Conference on Computer Vision.

Two-stage human hair segmentation in the wild using deep shape prior

Christophe Garcia, S. Duffner, C. Blanc, 2020, Pattern Recognit. Lett..

Dysarthric speech recognition using a convolutive bottleneck network

Tetsuya Takiguchi, Yasuo Ariki, Christophe Garcia, 2014, 2014 12th International Conference on Signal Processing (ICSP).

Convolutive Bottleneck Network with Dropout for Dysarthric Speech Recognition

Christophe Garcia, S. Duffner, T. Takiguchi, 2014 .

End-to-End Data Visualization by Metric Learning and Coordinate Transformation pdf

Ying Zhang, Atilla Baskurt, Christophe Garcia, 2016, ArXiv.

Robust Face Alignment Using Convolutional Neural Networks

Christophe Garcia, Stefan Duffner, Christophe Garcia, 2018, VISAPP.

Face recognition using non-linear image reconstruction

Christophe Garcia, Stefan Duffner, Christophe Garcia, 2007, 2007 IEEE Conference on Advanced Video and Signal Based Surveillance.