Christian Wolf

Christian Laugier

Unmanned Syst., 2019

Learning 3D Navigation Protocols on Touch Interfaces with Cooperative Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

Quentin Debard

Jilles Steeve Dibangoye

Stéphane Canu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Attentional PointNet for 3D-Object Detection in Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Learning to detect, localize and recognize many text objects in document images from few examples.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2018

Multi-view pose estimation with mixtures of parts and adaptive viewpoint selection.

[BibT_eX]

[DOI]

IET Comput. Vis., 2018

Context Aware Robot Architecture, Application to the RoboCup@Home Challenge.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2018: Robot World Cup XXII [Montreal, 2018

Semantic Grid Estimation with a Hybrid Bayesian and Deep Neural Network Approach.

[BibT_eX]

[DOI]

Özgür Erkent

Christian Laugier

David Sierra González

Victor Romero-Cano

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Semantic Grid Estimation with Occupancy Grids and Semantic Segmentation Networks.

[BibT_eX]

[DOI]

Özgür Erkent

Christian Laugier

Proceedings of the 15th International Conference on Control, 2018

Learning to Recognize Touch Gestures: Recurrent vs. Convolutional Features and Dynamic Sampling.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Object Level Visual Reasoning in Videos.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Human Activity Recognition with Pose-driven Attention to RGB.

[BibT_eX]

[DOI]

Fabien Baradel

Julien Mille

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Interactive example-based terrain authoring with conditional generative adversarial networks.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2017

Multi-task, multi-domain learning: Application to semantic segmentation and pose regression.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Hand pose estimation through semi-supervised and weakly-supervised learning.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2017

Pose-conditioned Spatio-Temporal Attention for Human Action Recognition.

[BibT_eX]

[DOI]

Fabien Baradel

Julien Mille

CoRR, 2017

Full-Page Text Recognition: Learning Where to Start and When to Stop.

[BibT_eX]

[DOI]

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Human Action Recognition: Pose-Based Attention Draws Focus to Hands.

[BibT_eX]

[DOI]

Fabien Baradel

Julien Mille

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Modout: Learning Multi-Modal Architectures by Stochastic Regularization.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Residual Conv-Deconv Grid Network for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2017, 2017

Multi-view Pose Estimation with Flexible Mixtures-of-Parts.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016

Graphical models for social behavior modeling in face-to face interaction.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2016

ModDrop: Adaptive Multi-Modal Gesture Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Learning to detect and localize many objects from few examples.

[BibT_eX]

[DOI]

CoRR, 2016

Learning Human Identity From Motion Patterns.

[BibT_eX]

[DOI]

IEEE Access, 2016

Semantic Segmentation via Multi-task, Multi-domain Learning.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Mixed pooling neural networks for color constancy.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Learning Text-Line Localization with Shared and Local Regression Neural Networks.

[BibT_eX]

[DOI]

Jérôme Louradour

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

2015

Learning multimodal behavioral models for face-to-face social interaction.

[BibT_eX]

[DOI]

J. Multimodal User Interfaces, 2015

Fast Exact Hyper-graph Matching with Dynamic Programming for Spatio-temporal Data.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2015

Hand Pose Estimation through Weakly-Supervised Learning of a Rich Intermediate Representation.

[BibT_eX]

[DOI]

CoRR, 2015

Activity recognition from videos with parallel hypergraph matching on GPUs.

[BibT_eX]

[DOI]

CoRR, 2015

Activity recognition with volume motion templates and histograms of 3D gradients.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Paragraph text segmentation into lines with Recurrent Neural Networks.

[BibT_eX]

[DOI]

Jérôme Louradour

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Space Displacement Localization Neural Networks to locate origin points of handwritten text lines in historical documents.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

HRI in an ecological dynamic experiment: The GEE corpus based approach for the Emox robot.

[BibT_eX]

[DOI]

Maxence Girard-Rivier

Proceedings of the 2015 IEEE International Workshop on Advanced Robotics and its Social Impacts, 2015

2014

Human body part estimation from depth images via spatially-constrained deep learning.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

Evaluation of video activity localizations integrating quality and quantity measurements.

[BibT_eX]

[DOI]

Charles-Edmond Bichot

Christophe Garcia

Bülent Sankur

Comput. Vis. Image Underst., 2014

Autonomous object modeling based on affordances for spatial organization of behavior.

[BibT_eX]

[DOI]

Simon L. Gay

Olivier L. Georgeon

Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014

Modeling perception-action loops: comparing sequential models with frame-based classifiers.

[BibT_eX]

[DOI]

Alaeddine Mihoub

Gérard Bailly

Proceedings of the second international conference on Human-agent interaction, 2014

Multi-scale Deep Learning for Gesture Detection and Localization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Contextually Constrained Deep Networks for Scene Labeling.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2014

Hand Segmentation with Structured Convolutional Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Integrating Spatial Layout of Object Parts into Classification without Pairwise Terms - Application to Fast Body Parts Estimation from Depth Images.

[BibT_eX]

Mingyuan Jiu

Atilla Baskurt

Proceedings of the VISAPP 2013, 2013

Graph-based analysis of physical exercise actions.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare, 2013

An Enactive approach to autonomous agent and robot learning.

[BibT_eX]

[DOI]

Olivier L. Georgeon

Simon L. Gay

Proceedings of the 2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics, 2013

A Multi-scale Approach to Gesture Detection and Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Social Behavior Modeling Based on Incremental Discrete Hidden Markov Models.

[BibT_eX]

[DOI]

Alaeddine Mihoub

Gérard Bailly

Proceedings of the Human Behavior Understanding - 4th International Workshop, 2013

2012

Combinatorial mesh optimization.

[BibT_eX]

[DOI]

Vincent Vidal

Florent Dupont

Vis. Comput., 2012

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

[BibT_eX]

[DOI]

Cogn. Comput., 2012

Human action recognition based on space-time graphs.

[BibT_eX]

[DOI]

Oya Çeliktutan

Bülent Sankur

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Action recognition in videos.

[BibT_eX]

[DOI]

Atilla Baskurt

Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

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

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Real-Time Exact Graph Matching with Application in Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Human Behavior Understanding - Third International Workshop, 2012

Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2012

2011

Sequential Deep Learning for Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

Robust Feature Line Extraction on CAD Triangular Meshes.

[BibT_eX]

Vincent Vidal

Florent Dupont

Proceedings of the GRAPP 2011, 2011

2010

Document Ink Bleed-Through Removal with Two Hidden Markov Random Fields and a Single Observation Field.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Inference and parameter estimation on hierarchical belief networks for image segmentation.

[BibT_eX]

[DOI]

Gérald Gavin

Neurocomputing, 2010

Integrating a Discrete Motion Model into GMM Based Background Subtraction.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Pairwise Features for Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

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

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2010

Interactive content-aware zooming.

[BibT_eX]

[DOI]

Proceedings of the Graphics Interface 2010 Conference, May 31, 2010

Recognizing and Localizing Individual Activities through Graph Matching.

[BibT_eX]

[DOI]

Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009

3D Object Detection and Viewpoint Selection in Sketch Images Using Local Patch-Based Zernike Moments.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

Classification of Images Based on Hidden Markov Models.

[BibT_eX]

[DOI]

Marc Mouret

Christine Solnon

Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

2008

Improving recto document side restoration with an estimation of the verso side from a single scanned page.

[BibT_eX]

[DOI]

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

Markov Random Fields for Improving 3D Mesh Analysis and Segmentation.

[BibT_eX]

[DOI]

Guillaume Lavoué

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

2006

Object count/area graphs for the evaluation of object detection and segmentation algorithms.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2006

2005

ICDAR 2003 robust reading competitions: entries, results, and future directions.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2005

2004

Extraction and recognition of artificial text in multimedia documents.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2004

2002

Video Indexing and Retrieval at UMD.

[BibT_eX]

[DOI]

David S. Doermann

Mika Rautiainen

Proceedings of The Eleventh Text REtrieval Conference, 2002

Text Localization, Enhancement and Binarization in Multimedia Documents.

[BibT_eX]

[DOI]

Françoise Chassaing

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Binarization of Low Quality Text Using a Markov Random Field Model.

[BibT_eX]

[DOI]