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Image Processing, Computer Vision, Pattern Recognition, and Graphics

Multimodal Technologies for Perception of Humans

International Evaluation Workshops CLEAR 2007 and RT 2007, Baltimore, MD, USA, May 8-11, 2007, Revised Selected Papers

Editors: Stiefelhagen, Rainer, Bowers, Rachel, Fiscus, Jonathan (Eds.)

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About this book

This book constitutes the thoroughly refereed joint post-workshop proceedings of two co-located events: the Second International Workshop on Classification of Events, Activities and Relationships, CLEAR 2007, and the 5th Rich Transcription 2007 Meeting Recognition evaluation, RT 2007, held in succession in Baltimore, MD, USA, in May 2007.

The workshops had complementary evaluation efforts; CLEAR for the evaluation of human activities, events, and relationships in multiple multimodal data domains; and RT for the evaluation of speech transcription-related technologies from meeting room audio collections. The 35 revised full papers presented from CLEAR 2007 cover 3D person tracking, 2D face detection and tracking, person and vehicle tracking on surveillance data, vehicle and person tracking aerial videos, person identification, head pose estimation, and acoustic event detection. The 15 revised full papers presented from RT 2007 are organized in topical sections on speech-to-text, and speaker diarization.

Table of contents (50 chapters)

Table of contents (50 chapters)
  • The CLEAR 2007 Evaluation

    Pages 3-34

    Stiefelhagen, Rainer (et al.)

  • The AIT 3D Audio / Visual Person Tracker for CLEAR 2007

    Pages 35-46

    Katsarakis, Nikos (et al.)

  • A Person Tracking System for CHIL Meetings

    Pages 47-56

    Brutti, Alessio

  • An Appearance-Based Particle Filter for Visual Tracking in Smart Rooms

    Pages 57-69

    Lanz, Oswald (et al.)

  • Multi-level Particle Filter Fusion of Features and Cues for Audio-Visual Person Tracking

    Pages 70-81

    Bernardin, Keni (et al.)

Buy this book

eBook n/a
  • ISBN 978-3-540-68585-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
Softcover n/a
  • ISBN 978-3-540-68584-5
  • Free shipping for individuals worldwide

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Bibliographic Information

Bibliographic Information
Book Title
Multimodal Technologies for Perception of Humans
Book Subtitle
International Evaluation Workshops CLEAR 2007 and RT 2007, Baltimore, MD, USA, May 8-11, 2007, Revised Selected Papers
Editors
  • Rainer Stiefelhagen
  • Rachel Bowers
  • Jonathan Fiscus
Series Title
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series Volume
4625
Copyright
2008
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-68585-2
DOI
10.1007/978-3-540-68585-2
Softcover ISBN
978-3-540-68584-5
Edition Number
1
Number of Pages
XIII, 558
Topics