2017

WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation

T. Durand, T. Mordan, N. Thome, M. Cord

CVPR (2017)

Paper Project page Supplementary

@inproceedings{Durand_WILDCAT_CVPR_2017,
author = {Durand, Thibaut and Mordan, Taylor and Thome, Nicolas and Cord, Matthieu},
title = {{WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation}},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2017}
}

MUTAN: Multimodal Tucker Fusion for Visual Question Answering

H. Ben-younes, R. Cadene, M. Cord, N. Thome

ArXiv (2017)

Paper Project page

2016

Max-Min convolutional neural networks for image classification

M. Blot, M. Cord, N. Thome

IEEE ICIP (2016)

WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks

T. Durand, N. Thome, M. Cord

CVPR (2016)

Paper

Closed-Form Training of Mahalanobis Distance for Supervised Clustering

M.T. Law, Y Yu, M. Cord, E.P Xing

CVPR (oral) (2016)

Paper

Gaze latent SVM for image classification

X. Wang, N. Thome, M. Cord

IEEE ICIP (2016)

Deep neural networks under stress

M. Carvalho, M. Cord, S. Avila, N. Thome, E. Valle

IEEE ICIP (2016)

Learning a Distance Metric from Relative Comparisons between Quadruplets of Images

M.T. Law, N. Thome, M. Cord

IJCV International Journal of Computer Vision (2016)

2015

MANTRA: Minimum Maximum Latent Structural SVM for Image Classification and Ranking

T. Durand, N. Thome, M. Cord

ICCV (2015)

Paper

Exemplar Based Metric Learning For Robust Visual Localization

C. Le Barz, N. Thome, M. Cord, M. Sanfourche, S. Herbin

IEEE ICIP (2015)

Paper

LR-CNN For Fine-grained Classification with Varying Resolution

M. Chevalier, N. Thome, M. Cord, J. Fournier, G. Henaff, E. Dusch

IEEE ICIP (2015)

Paper

Recipe Recognition with Large Multimodal Food Dataset

X. Wang, D. Kumar, N. Thome, M. Cord, F. Precioso

Cooking and Eating Activities in IEEE ICME (2015)

Paper

2014

Incremental Learning of Latent Structural SVM for Weakly Supervised Image Classification

T. Durand, N. Thome, M. Cord, D. Picard

IEEE ICIP (2014)

Paper

Semantic Pooling for Image Categorization using Multiple Kernel Learning

T. Durand, D. Picard, N. Thome, M. Cord

IEEE ICIP (2014)

Paper

Fantope Regularization in Metric Learning

M.T. Law, N. Thome, M. Cord

CVPR (2014)

Paper

Sequentially Generated Instance-Dependent Image Representations for Classification

G. Dulac-Arnold, L. Denoyer, N. Thome, M. Cord, P. Gallinari

ICLR (2014)

Paper Video

SnooperText: A Text Detection System for Automatic Indexing of Urban Scenes

R. Minetto, N. Thome, M. Cord, N. Leite, J. Stolfi

CVIU (2014)

Paper

Perceptual principles for video classification with Slow Feature Analysis

C. Thériault, N. Thome, M. Cord, P. Perez

IEEE Journal of Selected Topics in Signal Processing (2014)

Learning Deep Hierarchical Visual Feature Coding

H. Goh, N. Thome, M. Cord, J.H. Lim

IEEE Transactions on Neural Networks and Learning Systems (2014)

Paper

Model-Based Analysis-Synthesis for Realistic Tree Reconstruction and Growth Simulation

C. Iovan, PH. Cournede, T. Guyard, B. Bayol, D. Boldo, M. Cord

TGARS (2014)

Paper

Global Robot Ego-localization Combining Image Retrieval and HMM-based Filtering

Cedric Le Barz, N. Thome, M. Cord, S. Herbin, M. Sanfourche

IROS (2014)

Paper

2013

Top-Down Regularization of Deep Belief Networks

H. Goh, , N. Thome, M. Cord, JH. Lim

NIPS (2013)

Paper

Quadruplet-wise Image Similarity Learning

M.T. Law, N. Thome, M. Cord

ICCV (2013)

Paper

Image Classification using Object Detectors

T. Durand, N. Thome, M. Cord, S. Avila

IEEE ICIP (2013)

Paper

Dynamic Scene Classification: Learning Motion Descriptors with Slow Features Analysis

C. Thériault, N. Thome, M. Cord

CVPR (2013)

Paper

Pooling in Image Representation: the Visual Codeword Point of View

S. Avila, N. Thome, M. Cord, E. Valle, A. Araujo

CVIU (Vol 117, Issue 5, May 2013) (2013)

Project Paper

Extended coding and pooling in the HMAX model

C. Thériault, N. Thome, M. Cord

IEEE Transactions on Image Processing (Vol 22, Issue 2, Feb 2013) (2013)

Paper

T-HOG: an Effective Gradient-Based Descriptor for Single Line Text Regions

R. Minetto, N. Thome, M. Cord, N. Leite , J. Stolfi

Pattern Recognition (Vol 46, Issue 3, March 2013) (2013)

Paper

JKernelMachines: A simple framework for Kernel Machines

D. Picard, N. Thome, M. Cord

JMLR (May 2013) in JMLR Track for Machine Learning Open Source Software (2013)

Paper

2012

Visual Indexing and Retrieval

J. Benois-Pineau, F. Precioso, M. Cord

Series: SpringerBriefs in Computer Science, ISBN 978-1-4614-3587-7 (2012)

Unsupervised and supervised visual codes with Restricted Boltzmann Machines

H. Goh, , N. Thome, M. Cord, JH. Lim

ECCV (2012)

Paper Poster

Learning geometric combinations of Gaussian kernels with alternating Quasi-Newton algorithm

D. Picard, N. Thome, M. Cord, A. Rakotomamonjy

ESANN 2012 (2012)

Paper

Structural and Visual Comparisons for Web Page Archiving

M. Teva Law, N. Thome, S. Gançarski, M. Cord

ACM Symposium on Document Engineering (12th DocEng) (2012)

Contextual detection of drawn symbols in old maps

J. Guyomard, N. Thome, M. Cord, T. Artières

IEEE ICIP (2012)

Paper

Locality-sensitive hashing for chi2 distance

D. Gorisse, M. Cord, F. Precioso

IEEE PAMI (Vol 34 (2) Feb. 2012 p402-410) (2012)

Paper

An Application of Swarm Intelligence to Distributed Image Retrieval

D. Picard, A. Revel, M. Cord

Information Sciences (IF 3.6) (Vol 192, June 2012) (2012)

Paper

Structural and Visual Similarity Learning for Web Page Archiving

M. Teva Law, C. Sureda, N. Thome, S. Gançarski, M. Cord

CBMI (2012)

Paper

BossaNova at ImageCLEF 2012 Flickr Photo Annotation Task.

S.AVILA, N. THOME, M. CORD, E. VALLE and A. de A. ARAÚJO.

Working Notes of the Conference and Labs of the Evaluation Forum (CLEF) (2012)

Hybrid Pooling Fusion in the BoW Pipeline

M. Law, N. Thome, M. Cord

ECCV (2012)

Paper

2011

Snoopertrack: text detection and tracking for outdoor videos

R. Minetto, N. Thome, M. Cord, N. Leite, J. Stolfi

IEEE ICIP (2011)

Paper

Learning invariant color features with sparse topographic restricted boltzmann machines

H. Goh, , N. Thome, M. Cord, L. Kusmierz, JH. Lim

IEEE ICIP (2011)

Paper

Bossa: extended bow formalism for image classification

S.Avila, N. Thome, M. Cord, E. Valle, A. araujo

IEEE ICIP (2011)

Paper

Hmax-s: deep scale representation for biologically inspired image categorization

C. Thériault, N. Thome, M. Cord

IEEE ICIP (2011)

Paper

Efficient bag-of-feature kernel representation for image similarity search

F. Precioso, M. Cord, D. Gorisse, N. Thome

IEEE ICIP (2011)

Paper

IRIM at TRECVID 2011: Semantic Indexing and Instance Search

B. Delazoide & Co

TREC Video Retrieval Evaluation 2011 (2011)

Paper

Combining complementary kernels in complex visual categorization

N. Thome, D. Picard, M. Cord

ICCV on Kernels and Distances for Computer Vision (2011)

Paper

Text Detection and Recognition in Urban Scenes

R. Minetto, N. Thome, M. Cord, F. Precioso, J. Guyomard, J. Stolfi, N. Leite

ICCV on Computer Vision for Remote Sensing of the Environment (2011)

Paper

Using LIDO to handle 3D Cultural Heritage Documentation Data Provenance

D. Pitzalis, M. Cord, F. Niccolucci

CBMI (2011)

2010

An efficient System for combining complementary kernels in complex visual categorization tasks

D. Picard, N. Thome, M. Cord

IEEE ICIP (2010)

Paper

STTK-Based Video Object Recognition

S. Zhao, F. Precioso, M. Cord

IEEE ICIP (2010)

Paper

SnooperText: A Multiresolution System for Text Detection in Complex Visual Scenes

R. Minetto, N. Thome, M. Cord, J. Fabrizio, B. Marcotegui

IEEE ICIP (2010)

Paper

Scalable Active learning strategy for object category retrieval

D. Gorisse M. Cord, F. Precioso

IEEE ICIP (2010)

Paper

SALSAS: Sub-linear Active Learning Strategy with Approximate k-NN Search

D. Gorisse, M. Cord, F. Precioso

Pattern Recognition (2010)

Paper

Indexing personal image collections: A flexible, scalable solution

E. Valle, M. Cord, S. Philipp-Foliguet, D. Gorisse

IEEE trans on Consumer Electronics (2010)

Paper

Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system

S. Zhao, F. Precioso, M. Cord

MTAP (2010)

Paper

Biasing Restricted Boltzmann Machines to Manipulate Latent Selectivity and Sparsity

H. Goh, N. Thome, M. Cord

NIPS (2010)

Paper

2009

Optimization on active learning strategy for object category retrieval

D. Gorisse M. Cord, F. Precioso

IEEE ICIP (2009)

Paper

Spatio-temporal tube kernel for actor retrieval

S. Zhao, F. Precioso, M. Cord

IEEE ICIP (2009)

Paper

Text segmentation in natural scenes using toggle-mapping

J. Fabrizio, B. Marcotegui, M. Cord

IEEE ICIP (2009)

Paper

Advanced Techniques in CBIR: Local Descriptors, Visual Dictionaries and Bags of Features

Valle, Eduardo and Cord, Matthieu

ACM Symposium on Document Engineering (2009)

Similarity Search and Indexing for High-Dimensional Data

Valle, Eduardo and Cord, Matthieu

ACM Symposium on Document Engineering (2009)

Geometric Consistency Checking for Local-Descriptor Based Document Retrieval

D. Picard, M. Cord, E. Valle

ACM Sympo DocEng (2009)

Study of sift descriptors for image matching based localization in urban street view context

D. Picard, M. Cord, E. Valle

CMRT (2009)

Paper

2008

Machine Learning Techniques for Multimedia

M. Cord, P. Cunningham (Eds.)

Case Studies on Organization and Retrieval. Series: Cognitive Technologies

Processing multimedia content has emerged as a key area for the application of machine learning techniques, where the objectives are to provide insight into the domain from which the data is drawn, and to organize that data and improve the performance of the processes manipulating it.

High-Dimensional Descriptor Indexing for Large Multimedia Databases

CIKM (2008)

Paper

An interactive video content-based retrieval system

G. Cámara-Chávez, F. Precioso, M. Cord, S. Phillip-Foliguet, A. de A. Araújo

IWSSIP (2008)

Detection, segmentation and characterisation of vegetation in high-resolution aerial images for 3d city modelling

ISPRS (2008)

Paper

Actor retrieval system based on kernels on bags of bags

EUSIPCO (2008)

Paper

Fast approximate kernel-based similarity search for image retrieval task

ICPR (2008)

Paper

Fast Identification of Visual Documents Using Local Descriptors

DocEng (2008)

Paper

Long term learning for image retrieval over networks

ICIP (2008)

Paper

Active learning methods for Interactive Image Retrieval

P.H. Gosselin, M. Cord

IEEE Transactions on Image Processing (2008)

Paper

Detection, Characterization and Modeling Vegetation in Urban Areas from High Resolution Aerial Imagery

C. Iovan, D. Boldo, M. Cord

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2008)

Paper

Combining visual dictionary, kernel-based similarity and learning strategy for image category retrieval

P.H. Gosselin, M. Cord, Sylvie Philipp-Foliguet

CVIU (2008)

Paper

Image Retrieval over Networks : Active Learning using Ant Algorithm

D. Picard, M. Cord, A. Revel

IEEE Transactions on Multimedia (2008)

Paper

Summarization scheme based on near-duplicate analysis

TRECVID Video Sum (ACM multimedia) (2008)

Paper

Image retrieval over networks: ant algorithm for long term active learning

CBMI (2008)

Paper

2007

Automatic Extraction of urban vegetation structures from High Resolution Imagery and digital elevation models

C. Iovan, D. Boldo, M. Cord

In Urban remote sensing joint event, Paris, 2007 (2007)

Kernel on Bags for multi-object database retrieval

P.H. Gosselin, M. Cord and S. Philipp-Foliguet

ACM International Conference on Image and Video Retrieval (2007)

Paper

Descriptor matching for image identificationon cultural databases

E. Valle, M. Cord, S. Philipp-Foliguet

IEEE International Conference on Image Processing (2007)

Paper

Matching High-Dimensional Local Descriptors for Image Identification on Cultural Databases

E. Valle, M. Cord, S. Philipp-Foliguet

ICDAR (2007)

Automatic Extraction and Classification of Vegetation Areas from High Resolution Images in Urban Areas

C. Iovan, D. Boldo, M. Cord and M. Erikson

In SCIA conference, 2007 (2007)

3D Content-based retrieval in artwork databases

Gorisse, M. Cord, M. Jordan, S. Philipp-Foliguet, F. Precioso

3DTV Conference (2007)

Kernel on Bags of Fuzzy Regions for fast object retrieval

P.H. Gosselin, M. Cord and S. Philipp-Foliguet

ICIP (2007)

Paper

Stochastic exploration and active learning for image retrieval

M. Cord, P.H. Gosselin, Sylvie Philipp-Foliguet

Image and Vision Computing (2007)

Paper

2006

Robust Scene Cut Detection by Supervised Learning

PH. Chavez, M. Cord, S. Philipp, A. de Araujo

EUSIPCO (2006)

CBIR in distributed databases using a multi-agent system

D. Picard, M. Cord, A. Revel

IEEE ICIP (2006)

Paper

Precision-Oriented Active Selection for Interactive Image Retrieval

PH. Gosselin, M. Cord

IEEE ICIP (2006)

Paper

Image retrieval using long-term semantic learning

M. Cord, PH. Gosselin

IEEE ICIP (2006)

Paper

Feature-based approach to semi-supervised similarity learning

PH. Gosselin, M. Cord

Pattern Recognition (2006)

Paper

2005

Semantic kernel learning for interactive image retrieval

P.H. Gosselin and M. Cord

IEEE International Conference on Image Processing (2005)

Paper

Interactive exploration for image retrieval

M. Cord, S. Philipp-Foliguet, J. Fournier, P. Gosselin

EURASIP on Applied Signal Processing (2005)

Paper

Active learning techniques for user interactive systems: application to image retrieval

P.H. Gosselin and M. Cord

ICML Workshop on Machine Learning techniques for processing (2005)

Paper

2004

RETIN AL: An Active Learning Strategy for Image Category Retrieval

P.H. Gosselin and M. Cord

IEEE International Conference on Image Processing (ICIP), Singapore, October 2004 (2004)

Paper

Discriminative Classification vs Modeling Methods in CBIR

P.H. Gosselin and M. Najjar and M. Cord and C. Ambroise

In IEEE Advanced Concepts for Intelligent Vision Systems (ACIVS), Brussel, Belgium, September 2004 (2004)

A comparison of active classification methods for content-based image retrieval

In International Workshop on Computer Vision meets Databases (CVDB), ACM Sigmod, Paris, France, June 2004 (2004)

Paper

Approche interactive de la recherche d'images par le contenu

M. Cord, J. Fournier, S. Philipp-Foliguet

TSI (2004)

Smooth surface reconstruction using tensor field as structuring elements

M. B. Vieira, P. P. Martins jr, A. De A. Araujo, M. Cord, S.Philipp-Foliguet

International Journal of the Eurographics Association, Computer Graphics Forum, p. 813-823, 2004 (2004)

Paper

2002

Long-term similarity learning in content-based image retrieval

J. Fournier, M. Cord

In IEEE International Conference on Image Processing (ICIP), Rochester, USA, Sept. 2002 (2002)

Paper

Building Detection from High Resolution Digital Elevation Models in Urban Areas

M. Jordan, M. Cord and T. Belli

In ISPRS Commission III, Symposium, p. B-96, Graz, Austria, 2002 (2002)

Terrain surface modeling from altimetric data

M. Cord and T. Belli

In IEEE International Conference on Image Processing (ICIP) (2002)

Analyse d'images aeriennes haute resolution pour la reconstruction de scenes urbaines

M. Cord, M. Jordan, T. Belli, M. Bernardes Vieira

Bulletin de la SFPT, n. 166, p. 34-43, 2002 (2002)

2001

Back-propagation algorithm for relevance feedback in image retrieval

J. Fournier, M. Cord, S. Philipp-Foliguet

In ICIP 2001, Thessaloniki, Greece, Octobre 2001 (2001)

Paper

Three-dimentional building and modeling using a statistical approach

M. Cord and D. Declercq

IEEE Trans. on Image Proessing, Vol. 10(5), p.715-723, Ma 2001 (2001)

Paper

Accurate building structure recovery from high resolution aerial imagery

M. Cord, M. Jordan, J.P. Cocquerez

Computer Vision and Image Understanding, 82, p.138-173, 2001 (2001)

J. Fournier, M. Cord, S. Philipp-Foliguet

RETIN : A content-based image indexing and retrieval system

Pattern Analysis and Applications Journal, Vol. 4 (2/3), p 153-173, 2001 (2001)

Paper

1999

Bayesian model identification: application to building reconstruction in aerial imagery

M. Cord, M. Declercq

In IEEE International Conference on Image Processing (ICIP), Kobe, Japan, Oct. (1999)

1998

Building Detection and Restitution from High Resolution Aerial Imagery

N. Paparoditis, M. Cord, M. Jordan, and JP. Cocquerez

Computer Vision and Image Understanding, 72(2) p.122-142 (1998)

1997

Optimal Adjusting of Edge Detectors to Extract Close Contours

M. Cord, F. Huet, S. Philipp

In SCIA 1997, Lappeenranta, Finland (1997)