LEAR - 2013 - Annual activity report

LEAR

LEAR - 2013

Project-Team Lear

Members

Overall Objectives

Introduction
Highlights of the Year

Research Program

Image features and descriptors and robust correspondence
Statistical modeling and machine learning for image analysis
Visual recognition and content analysis

Application Domains

Application Domains

Software and Platforms

Large-scale image classification
Fisher vector image representation
Video descriptors
SPArse Modeling Software (SPAMS)
FlipFlop: Fast Lasso-based Isoform Prediction as a Flow Problem
DeepFlow
Object category localization

New Results

Visual recognition in images
Learning and statistical models
Recognition in video

Bilateral Contracts and Grants with Industry

MBDA Aerospatiale
MSR-Inria joint lab: scientific image and video mining
MSR-Inria joint lab: structured large-scale machine learning
Xerox Research Center Europe

Partnerships and Cooperations

National Initiatives
European Initiatives
International Initiatives
International Research Visitors

Dissemination

Scientific Animation
Teaching - Supervision - Juries
Invited presentations
Popularization

Bibliography

Publications of the year

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2013 Project-Team Activity Report

LEAR

Learning and recognition in vision

Research centre: Grenoble - Rhône-Alpes

In partnership with: CNRS, Institut polytechnique de Grenoble, Université Joseph Fourier (Grenoble)

In collaboration with: Laboratoire Jean Kuntzmann (LJK)

Field: Perception, Cognition and Interaction

Theme: Vision, perception and multimedia interpretation

Keywords: Computer Vision, Machine Learning, Video, Recognition