STARS - 2014 - Annual activity report

STARS

STARS - 2014

Project-Team Stars

Members

Overall Objectives

Presentation

Research Program

Introduction
Perception for Activity Recognition
Semantic Activity Recognition
Software Engineering for Activity Recognition

Application Domains

Introduction
Video Analytics
Healthcare Monitoring

New Software and Platforms

SUP
ViSEvAl
Clem

New Results

Highlights of the Year
Introduction
People Detection for Crowded Scenes
Walking Speed Detection on a Treadmill using an RGB-D camera : experimentations and results
Head Detection Using RGB-D Camera
Video Segmentation and Multiple Object Tracking
Enforcing Monotonous Shape Growth or Shrinkage in Video Segmentation
Multi-label Image Segmentation with Partition Trees and Shape Prior
Automatic Tracker Selection and Parameter Tuning for Multi-object Tracking
An Approach to Improve Multi-object Tracker Quality Using Discriminative Appearances and Motion Model Descriptor
Person Re-identification by Pose Priors
Global Tracker : An Online Evaluation Framework to Improve Tracking Quality
Human Action Recognition in Videos
Action Recognition Using 3D Trajectories with Hierarchical Classifier
Action Recognition using Video Brownian Covariance Descriptor for Human
Towards Unsupervised Sudden Group Movement Discovery for Video Surveillance
Autonomous Monitoring for Securing European Ports
Video Understanding for Group Behavior Analysis
Evaluation of an Event Detection Framework for Older People Monitoring: from Minute to Hour-scale Monitoring and Patients Autonomy and Dementia Assessment
Uncertainty Modeling Framework for Constraint-based Event Detection in Vision Systems
Assisted Serious Game for Older People
Enhancing Pre-defined Event Models Using Unsupervised Learning
Using Dense Trajectories to Enhance Unsupervised Action Discovery
Abnormal Event Detection in Videos and Group Behavior Analysis
Model-Driven Engineering for Activity Recognition Systems
Scenario Analysis Module
The Clem Workflow
Multiple Services for Device Adaptive Platform for Scenario Recognition

Bilateral Contracts and Grants with Industry

Bilateral Contracts with Industry

Partnerships and Cooperations

National Initiatives
European Initiatives
International Initiatives
International Research Visitors

Dissemination

Promoting Scientific Activities
Teaching - Supervision - Juries
Popularization

Bibliography

Major publications
Publications of the year
References in notes

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2014 Project-Team Activity Report

STARS

Spatio-Temporal Activity Recognition Systems

Research centre: Sophia Antipolis - Méditerranée

Field: Perception, Cognition and Interaction

Theme: Vision, perception and multimedia interpretation

Keywords: Perception, Semantics, Machine Learning, Software Engineering, Cognition