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» Harmonium Models for Video Classification
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SADM
2008
106views more  SADM 2008»
13 years 10 months ago
Harmonium Models for Video Classification
: Accurate and efficient video classification demands the fusion of multimodal information and the use of intermediate representations. Combining the two ideas into one framework, ...
Jun Yang 0003, Rong Yan, Yan Liu, Eric P. Xing
SDM
2007
SIAM
114views Data Mining» more  SDM 2007»
14 years 9 days ago
Harmonium Models for Semantic Video Representation and Classification
Jun Yang 0003, Yan Liu 0002, Eric P. Xing, Alexand...
AAAI
2006
14 years 8 days ago
Multi-Conditional Learning: Generative/Discriminative Training for Clustering and Classification
This paper presents multi-conditional learning (MCL), a training criterion based on a product of multiple conditional likelihoods. When combining the traditional conditional proba...
Andrew McCallum, Chris Pal, Gregory Druck, Xuerui ...
MM
2004
ACM
124views Multimedia» more  MM 2004»
14 years 4 months ago
An online-optimized incremental learning framework for video semantic classification
This paper considers the problems of feature variation and concept uncertainty in typical learning-based video semantic classification schemes. We proposed a new online semantic c...
Jun Wu, Xian-Sheng Hua, HongJiang Zhang, Bo Zhang
ICIAP
2009
ACM
13 years 8 months ago
Video Event Classification Using Bag of Words and String Kernels
Abstract. The recognition of events in videos is a relevant and challenging task of automatic semantic video analysis. At present one of the most successful frameworks, used for ob...
Lamberto Ballan, Marco Bertini, Alberto Del Bimbo,...