LEAR - 2012 - Annual activity report

LEAR

LEAR - 2012

Project-Team Lear

Members

Overall Objectives

Introduction
Highlights of the Year

Scientific Foundations

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

Face recognition
Large-scale image classification
Fisher vector image representation
Video descriptors

New Results

Visual recognition in images
Learning and statistical models
Recognition in video

Bilateral Contracts and Grants with Industry

Start-up Milpix
MBDA Aerospatiale
MSR-Inria joint lab: scientific image and video mining
Xerox Research Center Europe
Technosens

Partnerships and Cooperations

National Initiatives
European Initiatives
International Initiatives

Dissemination

Scientific Animation
Teaching - Supervision - Juries
Invited presentations
Popularization

Bibliography

Publications of the year

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2012 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, Interaction

Theme: Vision, Perception and Multimedia Understanding

Keywords: Computer Vision, Machine Learning, Video, Recognition