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» A Classifier Ensemble Based on Performance Level Estimation
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2000
Springer
14 years 10 days ago
Multi-view face detection using support vector machines and eigenspace modelling
An approach to multi-view face detection based on head pose estimation is presented in this paper. Support Vector Regression is employed to solve the problem of pose estimation. T...
Yongmin Li, Shaogang Gong, Jamie Sherrah, Heather ...
IPMI
2009
Springer
14 years 9 months ago
Estimation of Inferential Uncertainty in Assessing Expert Segmentation Performance from STAPLE
The evaluation of the quality of segmentations of an image, and the assessment of intra- and inter-expert variability in segmentation performance, has long been recognized as a dic...
Olivier Commowick, Simon K. Warfield
DATE
2005
IEEE
154views Hardware» more  DATE 2005»
14 years 2 months ago
A Time Slice Based Scheduler Model for System Level Design
Efficient evaluation of design choices, in terms of selection of algorithms to be implemented as hardware or software, and finding an optimal hw/sw design mix is an important re...
Luciano Lavagno, Claudio Passerone, Vishal Shah, Y...
ICIP
2009
IEEE
13 years 6 months ago
Level embedded medical image compression based on value of interest
In this paper, we propose a novel compression scheme for medical images with extended bit depth. Our scheme efficiently utilizes the VOI (value of interest) settings of the medica...
Wen Sun, Yan Lu, Feng Wu, Shipeng Li
TNN
2010
143views Management» more  TNN 2010»
13 years 3 months ago
Using unsupervised analysis to constrain generalization bounds for support vector classifiers
Abstract--A crucial issue in designing learning machines is to select the correct model parameters. When the number of available samples is small, theoretical sample-based generali...
Sergio Decherchi, Sandro Ridella, Rodolfo Zunino, ...