ISBN-10:
3540695672
ISBN-13:
9783540695677
Pub. Date:
03/05/2007
Publisher:
Springer Berlin Heidelberg
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 / Edition 1

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 / Edition 1

by Rainer Stiefelhagen, John Garofolo

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Product Details

ISBN-13: 9783540695677
Publisher: Springer Berlin Heidelberg
Publication date: 03/05/2007
Series: Lecture Notes in Computer Science , #4122
Edition description: 2007
Pages: 360
Product dimensions: 6.10(w) x 9.17(h) x 0.03(d)

Table of Contents

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 Pose Estimation 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.

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