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» An Invitation to Ada 2005
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WACV
2005
IEEE
15 years 5 months ago
A Two-Stage Template Approach to Person Detection in Thermal Imagery
We present a two-stage template-based method to detect people in widely varying thermal imagery. The approach initially performs a fast screening procedure using a generalized tem...
James W. Davis, Mark A. Keck
ADAEUROPE
2005
Springer
15 years 5 months ago
A Reference Control Architecture for Service Robots Implemented on a Climbing Vehicle
Teleoperated robots are used to perform hazardous tasks that human operators cannot carry out. The purpose of this paper is to present a new architecture (ACROSET) for the developm...
Francisco J. Ortiz, Diego Alonso, Bárbara &...
CVPR
2005
IEEE
15 years 5 months ago
Jensen-Shannon Boosting Learning for Object Recognition
In this paper, we propose a novel learning method, called Jensen-Shannon Boosting (JSBoost) and demonstrate its application to object recognition. JSBoost incorporates Jensen-Shan...
Xiangsheng Huang, Stan Z. Li, Yangsheng Wang
ICMCS
2005
IEEE
182views Multimedia» more  ICMCS 2005»
15 years 5 months ago
An integrated approach for generic object detection using kernel PCA and boosting
In this paper we present a novel framework for generic object class detection by integrating Kernel PCA with AdaBoost. The classifier obtained in this way is invariant to changes...
Saad Ali, Mubarak Shah
ECML
2005
Springer
15 years 5 months ago
Annealed Discriminant Analysis
Abstract. Motivated by the analogies to statistical physics, the deterministic annealing (DA) method has successfully been demonstrated in a variety of application. In this paper, ...
Gang Wang, Zhihua Zhang, Frederick H. Lochovsky