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» Discriminative Mixed-Membership Models
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ICPR
2006
IEEE
16 years 7 months ago
An integrated Monte Carlo data association framework for multi-object tracking
We propose a sequential Monte Carlo data association algorithm based on a two-level computational framework for tracking varying number of interacting objects in dynamic scene. Fi...
Jianru Xue, Nanning Zheng, Xiaopin Zhong
CVPR
2008
IEEE
16 years 27 days ago
Object image retrieval by exploiting online knowledge resources
We describe a method to retrieve images found on web pages with specified object class labels, using an analysis of text around the image and of image appearance. Our method dete...
Gang Wang, David A. Forsyth
MCS
2007
Springer
16 years 17 days ago
Group-Induced Vector Spaces
The strength of classifier combination lies either in a suitable averaging over multiple experts/sources or in a beneficial integration of complementary approaches. In this paper...
Manuele Bicego, Elzbieta Pekalska, Robert P. W. Du...
ICPR
2010
IEEE
15 years 11 months ago
Motif Discovery and Feature Selection for CRF-Based Activity Recognition
Abstract—Due to their ability to model sequential data without making unnecessary independence assumptions, conditional random fields (CRFs) have become an increasingly popular ...
Liyue Zhao, Xi Wang, Gita Sukthankar
ACII
2007
Springer
15 years 10 months ago
Recognizing Affective Dimensions from Body Posture
The recognition of affective human communication may be used to provide developers with a rich source of information for creating systems that are capable of interacting well with ...
Andrea Kleinsmith, Nadia Bianchi-Berthouze