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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

  • Conference proceedings
  • © 2007

Overview

Editors:
  1. Rainer Stiefelhagen
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  2. John Garofolo
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 4122)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: CLEAR 2006.

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Table of contents (32 papers)

  1. Front Matter

    Download chapter PDF

  2. Overview

    1. The CLEAR 2006 Evaluation

      • Rainer Stiefelhagen, Keni Bernardin, Rachel Bowers, John Garofolo, Djamel Mostefa, Padmanabhan Soundararajan
      Pages 1-44

  3. 3D Person Tracking

    1. 3D Audiovisual Person Tracking Using Kalman Filtering and Information Theory

      • Nikos Katsarakis, George Souretis, Fotios Talantzis, Aristodemos Pnevmatikakis, Lazaros Polymenakos
      Pages 45-54

    2. A Generative Approach to Audio-Visual Person Tracking

      • Roberto Brunelli, Alessio Brutti, Paul Chippendale, Oswald Lanz, Maurizio Omologo, Piergiorgio Svaizer et al.
      Pages 55-68

    3. An Audio-Visual Particle Filter for Speaker Tracking on the CLEAR’06 Evaluation Dataset

      • Kai Nickel, Tobias Gehrig, Hazim K. Ekenel, John McDonough, Rainer Stiefelhagen
      Pages 69-80

    4. Multi-and Single View Multiperson Tracking for Smart Room Environments

      • Keni Bernardin, Tobias Gehrig, Rainer Stiefelhagen
      Pages 81-92

    5. UPC Audio, Video and Multimodal Person Tracking Systems in the Clear Evaluation Campaign

      • Alberto Abad, Cristian Canton-Ferrer, Carlos Segura, José Luis Landabaso, DuÅ¡an Macho, Josep Ramon Casas et al.
      Pages 93-104

    6. A Joint System for Single-Person 2D-Face and 3D-Head Tracking in CHIL Seminars

      • Gerasimos Potamianos, Zhenqiu Zhang
      Pages 105-118

    7. Speaker Tracking in Seminars by Human Body Detection

      • Bo Wu, Vivek Kumar Singh, Ram Nevatia, Chi-Wei Chu
      Pages 119-126

    8. TUT Acoustic Source Tracking System 2006

      • Pasi Pertilä, Teemu Korhonen, Tuomo Pirinen, Mikko Parviainen
      Pages 127-136

    9. Tracking Multiple Speakers with Probabilistic Data Association Filters

      • Tobias Gehrig, John McDonough
      Pages 137-150

  4. 2D Face Detection and Tracking

    1. 2D Person Tracking Using Kalman Filtering and Adaptive Background Learning in a Feedback Loop

      • Aristodemos Pnevmatikakis, Lazaros Polymenakos
      Pages 151-160

    2. PittPatt Face Detection and Tracking for the CLEAR 2006 Evaluation

      • Michael C. Nechyba, Henry Schneiderman
      Pages 161-170

  5. Person Tracking on Surveillance Data

    1. The AIT Outdoors Tracking System for Pedestrians and Vehicles

      • Aristodemos Pnevmatikakis, Lazaros Polymenakos, Vasileios Mylonakis
      Pages 171-182

    2. Evaluation of USC Human Tracking System for Surveillance Videos

      • Bo Wu, Xuefeng Song, Vivek Kumar Singh, Ram Nevatia
      Pages 183-189

  6. Vehicle Tracking

    1. Multi-feature Graph-Based Object Tracking

      • Murtaza Taj, Emilio Maggio, Andrea Cavallaro
      Pages 190-199

    2. Multiple Vehicle Tracking in Surveillance Videos

      • Yun Zhai, Phillip Berkowitz, Andrew Miller, Khurram Shafique, Aniket Vartak, Brandyn White et al.
      Pages 200-208

    3. Robust Appearance Modeling for Pedestrian and Vehicle Tracking

      • Wael Abd-Almageed, Larry S. Davis
      Pages 209-215

    4. Robust Vehicle Blob Tracking with Split/Merge Handling

      • Xuefeng Song, Ram Nevatia
      Pages 216-222

  7. Person Identification

    1. A Decision Fusion System Across Time and Classifiers for Audio-Visual Person Identification

      • Andreas Stergiou, Aristodemos Pnevmatikakis, Lazaros Polymenakos
      Pages 223-232
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