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NIPS
2008
15 years 7 months ago
A "Shape Aware" Model for semi-supervised Learning of Objects and its Context
We present an approach that combines bag-of-words and spatial models to perform semantic and syntactic analysis for recognition of an object based on its internal appearance and i...
Abhinav Gupta, Jianbo Shi, Larry S. Davis
CIKM
2009
Springer
16 years 28 days ago
L2 norm regularized feature kernel regression for graph data
Features in many real world applications such as Cheminformatics, Bioinformatics and Information Retrieval have complex internal structure. For example, frequent patterns mined fr...
Hongliang Fei, Jun Huan
ICPR
2010
IEEE
16 years 1 months ago
Gait Learning-Based Regenerative Model: A Level Set Approach
We propose a learning method for gait synthesis from a sequence of shapes(frames) with the ability to extrapolate to novel data. It involves the application of PCA, first to redu...
Muayed Sattar Al-Huseiny, Sasan Mahmoodi, Mark Nix...
IMSCCS
2007
IEEE
16 years 20 days ago
Asymmetric Bagging and Feature Selection for Activities Prediction of Drug Molecules
Background: Activities of drug molecules can be predicted by QSAR (quantitative structure activity relationship) models, which overcomes the disadvantages of high cost and long cy...
Guo-Zheng Li, Hao-Hua Meng, Mary Qu Yang, Jack Y. ...
ISCAS
2005
IEEE
142views Hardware» more  ISCAS 2005»
15 years 12 months ago
Automatic video region-of-interest determination based on user attention model
—This paper presents a framework for automatic video region-of-interest determination based on user attention model. In this work, a set of attempts on using video attention feat...
Wen-Huang Cheng, Wei-Ta Chu, Jin-Hau Kuo, Ja-Ling ...