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CLEAR
2006
Springer
111views Biometrics» more  CLEAR 2006»
9 years 7 months ago
A Generative Approach to Audio-Visual Person Tracking
This paper focuses on the integration of acoustic and visual information for people tracking. The system presented relies on a probabilistic framework within which information from...
Roberto Brunelli, Alessio Brutti, Paul Chippendale...
CLEAR
2006
Springer
230views Biometrics» more  CLEAR 2006»
9 years 9 months ago
An Audio-Visual Particle Filter for Speaker Tracking on the CLEAR'06 Evaluation Dataset
We present an approach for tracking a lecturer during the course of his speech. We use features from multiple cameras and microphones, and process them in a joint particle filter f...
Kai Nickel, Tobias Gehrig, Hazim Kemal Ekenel, Joh...
CLEAR
2006
Springer
190views Biometrics» more  CLEAR 2006»
9 years 9 months ago
Evaluation of USC Human Tracking System for Surveillance Videos
The evaluation results of a system for tracking humans in surveillance videos are presented. Moving blobs are detected based on adaptive background modeling. A shape based multi-vi...
Bo Wu, Xuefeng Song, Vivek Kumar Singh, Ram Nevati...
CLEAR
2006
Springer
137views Biometrics» more  CLEAR 2006»
9 years 9 months ago
Speaker Tracking in Seminars by Human Body Detection
Abstract. This paper presents evaluation results of a method for tracking speakers in seminars from multiple cameras. First, 2D human tracking and detection is done for each view. ...
Bo Wu, Vivek Kumar Singh, Ram Nevatia, Chi-Wei Chu
CLEAR
2006
Springer
159views Biometrics» more  CLEAR 2006»
9 years 9 months ago
Neural Network-Based Head Pose Estimation and Multi-view Fusion
In this paper, we present two systems that were used for head pose estimation during the CLEAR06 Evaluation. We participated in two tasks: (1) estimating both pan and tilt orientat...
Michael Voit, Kai Nickel, Rainer Stiefelhagen
CLEAR
2006
Springer
109views Biometrics» more  CLEAR 2006»
9 years 9 months ago
Evaluation of Head Pose Estimation for Studio Data
This paper introduces our head pose estimation system that localizes nose-tip of the faces and estimates head poses in studio quality pictures. After the nose-tip in the training d...
Jilin Tu, Yun Fu, Yuxiao Hu, Thomas S. Huang
CLEAR
2006
Springer
107views Biometrics» more  CLEAR 2006»
9 years 9 months ago
CLEAR Evaluation of Acoustic Event Detection and Classification Systems
In this paper, we present the results of the Acoustic Event Detection (AED) and Classification (AEC) evaluations carried out in February 2006 by the three participant partners from...
Andrey Temko, Robert Malkin, Christian Zieger, Dus...
CLEAR
2006
Springer
133views Biometrics» more  CLEAR 2006»
9 years 9 months ago
Multi-feature Graph-Based Object Tracking
We present an object detection and tracking algorithm that addresses the problem of multiple simultaneous targets tracking in realworld surveillance scenarios. The algorithm is bas...
Murtaza Taj, Emilio Maggio, Andrea Cavallaro
CLEAR
2006
Springer
102views Biometrics» more  CLEAR 2006»
9 years 9 months ago
2D Multi-person Tracking: A Comparative Study in AMI Meetings
Abstract. In this paper, we present the findings of the Augmented Multiparty Interaction (AMI) project investigation on the localization and tracking of 2D head positions in meetin...
Kevin Smith, Sascha Schreiber, Igor Potucek, V&iac...
CLEAR
2006
Springer
145views Biometrics» more  CLEAR 2006»
9 years 9 months ago
A Joint System for Single-Person 2D-Face and 3D-Head Tracking in CHIL Seminars
We present the IBM systems submitted and evaluated within the CLEAR'06 evaluation campaign for the tasks of single person visual 3D tracking (localization) and 2D face trackin...
Gerasimos Potamianos, ZhenQiu Zhang
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