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Proceedings

The CLEAR post-workshop proceedings are available under the Springer LNCS book series:

LNCS 4122: Multimodal Technologies for Perception of Humans

In the following, you will find the draft papers that have been submitted to the CLEAR 06 Workshop.

Person Tracking

  • A. Abad, C. Canton-Ferrer, C. Segura, J. L. Landabaso, D. Macho, J.R. Casas, J. Hernando, M. Pardas, C. Nadeu. "UPC Audio, Video and Multimodal Person Tracking Systems in the CLEAR Evaluation Campaign" [pdf]
  • K. Bernardin, T. Gehrig, R. Stiefelhagen. "Multi- and Single View Multiperson Tracking for Smart Room Environments" [pdf]
  • R. Brunelli, A. Brutti, P. Chippendale, O. Lanz, M. Omologo, P. Svaizer, F. Tobia. "A Generative Approach to Audio-Visual Person Tracking" [pdf]
  • T. Gehrig, J. McDonough. "Tracking of Multiple Speakers with Probabilistic Data Association Filters" [pdf]
  • N. Katsarakis, G. Souretis, F. Talantzis, A. Pnevmatikakis, L. Polymenakos. "3D Audiovisual Person Tracking Using Kalman Filtering and Information Theory" [pdf]
  • K. Nickel, T. Gehrig, H.K. Ekenel, J. McDonough, R. Stiefelhagen. "An Audio-visual Particle Filter for Speaker Tracking on the CLEAR’06 Evaluation Dataset" [pdf]
  • P.E. Pertilä, T.S. Korhonen, T.W. Pirinen, M.P. Parviainen. "TUT Acoustic Source Tracking System 2006" [pdf]
  • A. Pnevmatikakis, L. Polymenakos. "2D Person Tracking Using Kalman Filtering and Adaptive Background Learning in a Feedback Loop" [pdf]
  • G. Potamianos, Z. Zhang. "A Joint System for Single-Person 2D-Face and 3D-Head Tracking in CHIL Seminars" [pdf]
  • B. Wu, V. Kumar Singh, R. Nevatia, C.-W. Chu. "Speaker Tracking in Seminars by Human Body Detection" [pdf]

Person ID

  • H.K. Ekenel, Q. Jin. "ISL Person Identification Systems in CLEAR Evaluations" [pdf]
  • J. Luque, R. Morros, A. Garde, J. Anguita, M. Farrus, D. Macho, F. Marqués, C. Martínez, V. Vilaplana, J. Hernando. "Audio, Video and Multimodal Person Identification in a Smart Room" [pdf]
  • A. Stergiou, A. Pnevmatikakis, L. Polymenakos. "A Decision Fusion System across Time and Classifiers for Audio-Visual Person Identification" [pdf]

Face Tracking

  • M.C. Nechyba, H. Schneiderman. "PittPatt Face Detection and Tracking for the CLEAR 2006 Evaluation" [pdf]

Headpose Estimation

  • C. Canton-Ferrer, J.R. Casas, M. Pardas. "Head Pose Detection based on Fusion of Multiple Viewpoint Information" [pdf]
  • N. Gourier, J. Maisonnasse, D. Hall, J.L. Crowley. "Head Pose Estimation on Low Resolution Images" [pdf]
  • J. Tu, Y. Fu, Y. Hu, and T. Huang, "Evaluation of Head Pose Estimation For Studio Data" [pdf]
  • M. Voit, K. Nickel, R. Stiefelhagen. "Neural Network-based Head Pose Estimation and Multi-view Fusion" [pdf]
  • Z. Zhang, Y. Hu, M. Liu, T. Huang. "Head Pose Estimation in Seminar Room using Multi View Face Detectors" [pdf]

Vehicle Tracking

  • W. Abd-Almageed, L.S. Davis. "Robust Appearance Modeling for Pedestrian and Vehicle Tracking" [pdf]
  • Y. Zhai, K. Shafique, A. Vartak, M. Shah. "KNIGHT: Object Detection and Tracking in Surveillance Videos" [pdf]

Acoustic Event Detection / Environment Classification

  • A. Temko, R. Malkin, C. Zieger, D. Macho, C. Nadeu, M. Omologo. "CLEAR Evaluation of Acoustic Event Detection and Classification Systems" [pdf]

Other Evaluations

  • S.O. Ba, J.-M. Odobez. "Head pose tracking and focus of attention recognition algorithms in meeting rooms" [pdf]
  • K. Smith, S. Schreiber, I. Potucek, V. Beran, G. Rigoll, D. Gatica-Perez. "2D Multi-Person Tracking: A Comparative Study in AMI Meetings" [pdf]