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ICPR
2008
IEEE
15 years 12 months ago
Joint segmentation and registration of elastically deformable objects
We present a new approach to the general problem of template-based segmentation, detection, and registration. This joint problem is highly nonlinear and high dimensional, due to t...
Gilad Cohen, Joseph M. Francos, Rami Hagege
ICPR
2008
IEEE
15 years 12 months ago
A probabilistic model for classifying segmented images
In this work we introduce a probabilistic model for classifying segmented images. The proposed classifier is very general and it can deal both with images that were segmented wit...
Liang Wu, Predrag Neskovic, Leon N. Cooper
ICPR
2008
IEEE
15 years 12 months ago
Transductive optimal component analysis
We propose a new transductive learning algorithm for learning optimal linear representations that utilizes unlabeled data. We pose the problem of learning linear representations a...
Yuhua Zhu, Yiming Wu, Xiuwen Liu, Washington Mio
ICPR
2008
IEEE
15 years 12 months ago
Sitting posture analysis by pressure sensors
It has been promising to provide personalized services for improving our living environment in support of information technologies. Sitting is one of the natural actions in our da...
Kazuhiro Kamiya, Mineichi Kudo, Hidetoshi Nonaka, ...
ICPR
2008
IEEE
15 years 12 months ago
Fast model selection for MaxMinOver-based training of support vector machines
OneClassMaxMinOver (OMMO) is a simple incremental algorithm for one-class support vector classification. We propose several enhancements and heuristics for improving model select...
Fabian Timm, Sascha Klement, Thomas Martinetz