Stiefelhagen / Garofolo Multimodal Technologies for Perception of Humans

First International Evaluation Workshop on Classification of Events, Activities and Relationships, CLEAR 2006, Southampton, UK, April 6-7, 2006, Revised Selected Papers
2007
ISBN: 978-3-540-69568-4
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 360 Seiten, eBook

Reihe: Image Processing, Computer Vision, Pattern Recognition, and Graphics

Zielgruppe

Research

Autoren/Hrsg.

Stiefelhagen, Rainer

Garofolo, John

Inhaltsverzeichnis

Overview.- The CLEAR 2006 Evaluation.- 3D Person Tracking.- 3D Audiovisual Person Tracking Using Kalman Filtering and Information Theory.- A Generative Approach to Audio-Visual Person Tracking.- An Audio-Visual Particle Filter for Speaker Tracking on the CLEAR’06 Evaluation Dataset.- Multi-and Single View Multiperson Tracking for Smart Room Environments.- UPC Audio, Video and Multimodal Person Tracking Systems in the Clear Evaluation Campaign.- A Joint System for Single-Person 2D-Face and 3D-Head Tracking in CHIL Seminars.- Speaker Tracking in Seminars by Human Body Detection.- TUT Acoustic Source Tracking System 2006.- Tracking Multiple Speakers with Probabilistic Data Association Filters.- 2D Face Detection and Tracking.- 2D Person Tracking Using Kalman Filtering and Adaptive Background Learning in a Feedback Loop.- PittPatt Face Detection and Tracking for the CLEAR 2006 Evaluation.- Person Tracking on Surveillance Data.- The AIT Outdoors Tracking System for Pedestrians and Vehicles.- Evaluation of USC Human Tracking System for Surveillance Videos.- Vehicle Tracking.- Multi-feature Graph-Based Object Tracking.- Multiple Vehicle Tracking in Surveillance Videos.- Robust Appearance Modeling for Pedestrian and Vehicle Tracking.- Robust Vehicle Blob Tracking with Split/Merge Handling.- Person Identification.- A Decision Fusion System Across Time and Classifiers for Audio-Visual Person Identification.- The CLEAR’06 LIMSI Acoustic Speaker Identification System for CHIL Seminars.- Person Identification Based on Multichannel and Multimodality Fusion.- ISL Person Identification Systems in the CLEAR Evaluations.- Audio, Video and Multimodal Person Identification in a Smart Room.- Head Pose Estimation.- Head Pose Estimation on Low Resolution Images.- Evaluation of Head PoseEstimation for Studio Data.- Neural Network-Based Head Pose Estimation and Multi-view Fusion.- Head Pose Estimation in Seminar Room Using Multi View Face Detectors.- Head Pose Detection Based on Fusion of Multiple Viewpoint Information.- Acoustic Scene Analysis.- CLEAR Evaluation of Acoustic Event Detection and Classification Systems.- The CLEAR 2006 CMU Acoustic Environment Classification System.- Other Evaluations.- 2D Multi-person Tracking: A Comparative Study in AMI Meetings.- Head Pose Tracking and Focus of Attention Recognition Algorithms in Meeting Rooms.