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ECCV
2004
Springer
14 years 11 months ago
An MCMC-Based Particle Filter for Tracking Multiple Interacting Targets
Abstract. We describe a Markov chain Monte Carlo based particle filter that effectively deals with interacting targets, i.e., targets that are influenced by the proximity and/or be...
Zia Khan, Tucker R. Balch, Frank Dellaert
ASAP
2008
IEEE
145views Hardware» more  ASAP 2008»
14 years 4 months ago
An MPSoC architecture for the Multiple Target Tracking application in driver assistant system
This article discusses the design of an application specific MPSoC architecture dedicated to Multiple Target Tracking (MTT). This application has its utility in driver assistant s...
Jehangir Khan, Smaïl Niar, Atika Rivenq, Yass...
CVPR
2008
IEEE
14 years 12 months ago
Distributed data association and filtering for multiple target tracking
This paper presents a novel distributed framework for multi-target tracking with an efficient data association computation. A decentralized representation of trackers' motion...
Ting Yu, Ying Wu, Nils Krahnstoever, Peter H. Tu
ICPR
2006
IEEE
14 years 11 months ago
Boosted Markov Chain Monte Carlo Data Association for Multiple Target Detection and Tracking
In this paper, we present a probabilistic framework for automatic detection and tracking of objects. We address the data association problem by formulating the visual tracking as ...
Bo Wu, Gérard G. Medioni, Isaac Cohen, Qian...
CVPR
2008
IEEE
14 years 12 months ago
An adaptive learning method for target tracking across multiple cameras
Kuan-Wen Chen, Chih-Chuan Lai, Yi-Ping Hung, Chu-S...