PERCEPTION - 2018 - Annual activity report

PERCEPTION

PERCEPTION - 2018

Project-Team Perception

Team, Visitors, External Collaborators

Overall Objectives

Audio-Visual Machine Perception

Research Program

Audio-Visual Scene Analysis
Stereoscopic Vision
Audio Signal Processing
Visual Reconstruction With Multiple Color and Depth Cameras
Registration, Tracking and Recognition of People and Actions

Highlights of the Year

New Software and Platforms

ECMPR
Mixcam
NaoLab
Stereo matching and recognition library
Platforms

New Results

Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function
Speech Dereverberation and Noise Reduction Using the Convolutive Transfer Function
Speech Enhancement with a Variational Auto-Encoder
Audio-Visual Speaker Tracking and Diarization
Tracking Eye Gaze and of Visual Focus of Attention
Variational Bayesian Inference of Multiple-Person Tracking
High-Dimensional and Deep Regression
Human-Robot Interaction
Generation of Diverse Behavioral Data
Registration of Multiple Point Sets

Partnerships and Cooperations

European Initiatives
International Research Visitors

Dissemination

Promoting Scientific Activities
Teaching - Supervision - Juries

Bibliography

Major publications
Publications of the year

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Section: New Software and Platforms

Stereo matching and recognition library

Keyword: Computer vision

Functional Description: Library providing stereo matching components to rectify stereo images, to retrieve faces from left and right images, to track faces and method to recognise simple gestures

Participants: Jan Cech, Jordi Sanchez-Riera, Radu Horaud and Soraya Arias
Contact: Soraya Arias
URL: https://code.humavips.eu/projects/stereomatch

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