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PAMI
2006
147views more  PAMI 2006»
15 years 3 months ago
Bayesian Gaussian Process Classification with the EM-EP Algorithm
Gaussian process classifiers (GPCs) are Bayesian probabilistic kernel classifiers. In GPCs, the probability of belonging to a certain class at an input location is monotonically re...
Hyun-Chul Kim, Zoubin Ghahramani
122
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IJCV
2007
134views more  IJCV 2007»
15 years 3 months ago
Multi-sensory and Multi-modal Fusion for Sentient Computing
This paper presents an approach to multi-sensory and multi-modal fusion in which computer vision information obtained from calibrated cameras is integrated with a large-scale sent...
Christopher Town
INFOCOM
2010
IEEE
15 years 2 months ago
SparseTrack: Enhancing Indoor Pedestrian Tracking with Sparse Infrastructure Support
Abstract—Accurate indoor pedestrian tracking has wide applications in the healthcare, retail, and entertainment industries. However, existing approaches to indoor tracking have v...
Yunye Jin, Mehul Motani, Wee-Seng Soh, Juanjuan Zh...
BMVC
2010
15 years 2 months ago
On-line Adaption of Class-specific Codebooks for Instance Tracking
Off-line trained class-specific object detectors are designed to detect any instance of the class in a given image or video sequence. In the context of object tracking, however, o...
Juergen Gall, Nima Razavi, Luc J. Van Gool
ALGORITHMS
2010
113views more  ALGORITHMS 2010»
15 years 1 months ago
A Complete Theory of Everything (Will Be Subjective)
Increasingly encompassing models have been suggested for our world. Theories range from generally accepted to increasingly speculative to apparently bogus. The progression of theo...
Marcus Hutter