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» A Neural Network Based Head Tracking System
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NIPS
1997
13 years 5 months ago
A Neural Network Based Head Tracking System
We have constructed an inexpensive, video-based, motorized tracking system that learns to track a head. It uses real time graphical user inputs or an auxiliary infrared detector a...
Daniel D. Lee, H. Sebastian Seung
CLEAR
2006
Springer
159views Biometrics» more  CLEAR 2006»
13 years 8 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
ICVS
2009
Springer
13 years 11 months ago
A System for Probabilistic Joint 3D Head Tracking and Pose Estimation in Low-Resolution, Multi-view Environments
Abstract We present a new system for 3D head tracking and pose estimation in low-resolution, multi-view environments. Our approach consists of a joint particle filter scheme, that...
Michael Voit, Rainer Stiefelhagen
ICPR
2000
IEEE
13 years 8 months ago
Simultaneous Tracking of Head Poses in a Panoramic View
In this paper we present an approach to simultaneously estimate gaze directions of multiple people in the view of a panoramic camera. Human faces are located and tracked using a p...
Rainer Stiefelhagen, Jie Yang, Alex Waibel
ICPR
2000
IEEE
14 years 5 months ago
Visual Extraction of Motion-Based Information from Image Sequences
We describe a system which is designed to assist in extracting high-level information from sets or sequences of images. We show that the method of principal components analysis fo...
David P. Gibson, Neill W. Campbell, Colin J. Dalto...