PERCEPTION - 2014 - Annual activity report

PERCEPTION

PERCEPTION - 2014

Project-Team Perception

Members

Overall Objectives

Research Program

Audio-Visual Scene Analysis
Binocular Vision
Binaural Hearing
Visual Reconstruction With Multiple Color and Depth Cameras
Registration, Tracking and Recognition of People and Actions

New Software and Platforms

The MIXCAM Hardware/Software Platform
Audiovisual Robots and Heads

New Results

Highlights of the Year
Acoustic Space Learning on Binaural Manifolds
Geometric Sound Source Localization
Joint Registration of Multiple Point Sets
High-Dimensional Regression
Audiovisual Speaker Detection, Localization and Interaction with NAO
EM for Weighted-Data Clustering
Continuous Action Recognition
Skeletal Quads

Partnerships and Cooperations

National Initiatives
European Initiatives
International Initiatives
International Research Visitors

Dissemination

Promoting Scientific Activities

Bibliography

Major publications
Publications of the year
References in notes

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2014 Project-Team Activity Report

PERCEPTION

Interpretation and Modeling of Images and Sounds

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, Auditory Signal Processing, Machine Learning, Audio-Visual Fusion, Human-Robot Interaction