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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 ed. [Mīkstie vāki]

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  • Formāts: Paperback / softback, 360 pages, height x width: 233x155 mm, weight: 1170 g, XII, 360 p., 1 Paperback / softback
  • Sērija : Lecture Notes in Computer Science 4122
  • Izdošanas datums: 12-Jan-2007
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3540695672
  • ISBN-13: 9783540695677
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  • Formāts: Paperback / softback, 360 pages, height x width: 233x155 mm, weight: 1170 g, XII, 360 p., 1 Paperback / softback
  • Sērija : Lecture Notes in Computer Science 4122
  • Izdošanas datums: 12-Jan-2007
  • Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3540695672
  • ISBN-13: 9783540695677
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This book constitutes the thoroughly refereed post-proceedings of the First International CLEAR 2006 Evaluation Campaign and Workshop on Classification of Events, Activities and Relationships for evaluation of multimodal technologies for the perception of humans, their activities and interactions. The workshop was held in the UK in April 2006. The papers were carefully reviewed and selected for inclusion in the book.



This book constitutes the thoroughly refereed post-proceedings of the First International CLEAR 2006 Evaluation Campaign and Workshop on Classification of Events, Activities and Relationships for evaluation of multimodal technologies for the perception of humans, their activities and interactions. The workshop was held in the UK in April 2006. The papers were carefully reviewed and selected for inclusion in the book.
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 CLEAR06 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 CLEAR06 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.