J. Odobez

Publications
Influence

Robust Multiresolution Estimation of Parametric Motion Models

J. Odobez, P. Bouthemy
Mathematics, Computer Science
J. Vis. Commun. Image Represent.
1 December 1995

We present two robust multiresolution algorithms for the estimation of parametric motion models. Expand

Modeling scenes with local descriptors and latent aspects

Pedro Quelhas, Florent Monay, J. Odobez, D. Gatica-Perez, T. Tuytelaars, L. Gool
Computer Science
Tenth IEEE International Conference on Computer…
17 October 2005

We present a new approach to model visual scenes in image collections, based on local invariant features and probabilistic latent space models. Expand

EYEDIAP: a database for the development and evaluation of gaze estimation algorithms from RGB and RGB-D cameras

K. Mora, Florent Monay, J. Odobez
Computer Science
ETRA
26 March 2014

The lack of a common benchmark for the evaluation of gaze estimation task from RGB and RGB-D data is a serious limitation for distinguishing the advantages and disadvantages of the many proposed algorithms found in the literature. Expand

Multi-Layer Background Subtraction Based on Color and Texture

Jian Yao, J. Odobez
Mathematics, Computer Science
IEEE Conference on Computer Vision and Pattern…
17 June 2007

In this paper, we propose a robust multi-layer background subtraction technique which takes advantages of local texture features represented by local binary patterns (LBP) and photometric invariant color measurements in RGB color space. Expand

We are not contortionists: Coupled adaptive learning for head and body orientation estimation in surveillance video

C. Chen, J. Odobez
Computer Science
IEEE Conference on Computer Vision and Pattern…
16 June 2012

In this paper, we deal with the estimation of body and head poses (i.e orientations) in surveillance videos, and we make three main contributions. Expand

Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition

D. Wu, Lionel Pigou, +4 authors J. Odobez
Computer Science, Medicine
IEEE Transactions on Pattern Analysis and Machine…
1 August 2016

A semi-supervised hierarchical dynamic framework based on a Hidden Markov Model (HMM) is proposed for simultaneous gesture segmentation and recognition where skeleton joint information, depth and RGB images, are the multimodal input observations. Expand

Text detection, recognition in images and video frames

D. Chen, J. Odobez, H. Bourlard
Computer Science
Pattern Recognit.
1 March 2004

Text localization is performed in a two step approach that combines the speed of a focusing step with the strength of a machine learning based text verification step. Expand

Using particles to track varying numbers of interacting people

K. Smith, Daniel Gatica-Perez, J. Odobez
Mathematics, Computer Science
IEEE Computer Society Conference on Computer…
20 June 2005

In this paper, we present a Bayesian framework for the fully automatic tracking of a variable number of interacting targets using a fixed camera. Expand

Gaze estimation from multimodal Kinect data

K. Mora, J. Odobez
Computer Science
IEEE Computer Society Conference on Computer…
16 June 2012

This paper addresses the problem of free gaze estimation under unrestricted head motion. Expand

A Thousand Words in a Scene

Pedro Quelhas, Florent Monay, J. Odobez, D. Gatica-Perez, T. Tuytelaars
Computer Science, Medicine
IEEE Transactions on Pattern Analysis and Machine…
1 September 2007

This paper presents a novel approach for visual scene modeling and classification, investigating the combined use of textlike bag-of-visterms (BOV) representation and unsupervised latent space models. Expand

Recommended Authors