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ICPR
2010
IEEE
15 years 2 months ago
Learning the Kernel Combination for Object Categorization
Although Support Vector Machines(SVM) succeed in classifying several image databases using image descriptors proposed in the literature, no single descriptor can be optimal for ge...
Deyuan Zhang, Xiaolong Wang, Bingquan Liu
JMLR
2010
153views more  JMLR 2010»
14 years 11 months ago
Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data
In this paper, we present an overview of generalized expectation criteria (GE), a simple, robust, scalable method for semi-supervised training using weakly-labeled data. GE fits m...
Gideon S. Mann, Andrew McCallum
CVPR
2001
IEEE
16 years 6 months ago
Small Sample Learning during Multimedia Retrieval using BiasMap
All positive examples are alike; each negative example is negative in its own way. During interactive multimedia information retrieval, the number of training samples fed-back by ...
Xiang Sean Zhou, Thomas S. Huang
ICPR
2006
IEEE
16 years 5 months ago
Shape Alignment by Learning a Landmark-PDM Coupled Model
This paper revisits the model-based approaches for groupwise shape alignment. The key contribution is modeling the landmarks instead of considering them as nodes sliding along the...
Yifeng Jiang, Jun Xie, Hung-Tat Tsui
HICSS
2009
IEEE
167views Biometrics» more  HICSS 2009»
15 years 11 months ago
E-Commerce and E-Government: How Do They Compare? What Can They Learn from Each Other?
For more than a decade e-Commerce and eGovernment applications have made major impacts in their respective sectors, private and public. Some time ago, we presented early insights ...
Hans Jochen Scholl, Karine Barzilai-Nahon, Jin-Hyu...