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» Analysis and Application of Adaptive Sampling
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157
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CVPR
2005
IEEE
16 years 4 months ago
A Framework of 2D Fisher Discriminant Analysis: Application to Face Recognition with Small Number of Training Samples
A novel framework called 2D Fisher Discriminant Analysis (2D-FDA) is proposed to deal with the Small Sample Size (SSS) problem in conventional One-Dimensional Linear Discriminan...
Hui Kong, Lei Wang, Eam Khwang Teoh, Jian-Gang Wan...
125
Voted
ICS
2005
Tsinghua U.
15 years 10 months ago
Design of a next generation sampling service for large scale data analysis applications
Huai Wang, Srinivasan Parthasarathy, Amol Ghoting,...
IPMI
2003
Springer
16 years 5 months ago
Meshfree Representation and Computation: Applications to Cardiac Motion Analysis
Abstract. For medical image analysis issues where the domain mappings between images involve large geometrical shape changes, such as the cases of nonrigid motion recovery and inte...
Huafeng Liu, Pengcheng Shi
139
Voted
MVA
1998
119views Computer Vision» more  MVA 1998»
15 years 6 months ago
Integrated Techniques for Self-Organisation, Sampling, Habituation, and Motion-Tracking in Visual Robotics Applications
We summarise several techniques in use in our visual robotics research. Our aim is to develop robots that are thoroughly autonomous and adaptable. We describe a system that is ind...
Mark W. Peters, Arcot Sowmya
158
Voted
PAKDD
2005
ACM
114views Data Mining» more  PAKDD 2005»
15 years 10 months ago
Increasing Classification Accuracy by Combining Adaptive Sampling and Convex Pseudo-Data
The availability of microarray data has enabled several studies on the application of aggregated classifiers for molecular classification. We present a combination of classifier ag...
Chia Huey Ooi, Madhu Chetty