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PRL
2006
106views more  PRL 2006»
14 years 9 months ago
Invariances in kernel methods: From samples to objects
This paper presents a general method for incorporating prior knowledge into kernel methods such as Support Vector Machines. It applies when the prior knowledge can be formalized b...
Alexei Pozdnoukhov, Samy Bengio
RSCTC
2004
Springer
237views Fuzzy Logic» more  RSCTC 2004»
15 years 3 months ago
An Automated Multi-spectral MRI Segmentation Algorithm Using Approximate Reducts
Abstract. We introduce an automated multi-spectral MRI segmentation technique based on approximate reducts derived from the data mining paradigm of the theory of rough sets. We uti...
Sebastian Widz, Kenneth Revett, Dominik Slezak
76
Voted
MM
2000
ACM
99views Multimedia» more  MM 2000»
15 years 1 months ago
Scene identification in news video by character region segmentation
Reflecting the demand for recycling and retrieval of video, we are proposing an automatic indexing system for news video that considers correspondences between textual indices and...
Ichiro Ide, Reiko Hamada, Shuichi Sakai, Hidehiko ...
JEI
2008
139views more  JEI 2008»
14 years 9 months ago
Tessella-oriented segmentation and guidelines estimation of ancient mosaic images
Automatic segmentation and analysis of ancient mosaic images can help archaeologists and experts build digital collections and automatically compare mosaics by means of image datab...
Lamia Benyoussef, Stéphane Derrode
CIVR
2003
Springer
107views Image Analysis» more  CIVR 2003»
15 years 3 months ago
Fast Video Retrieval under Sparse Training Data
Feature selection for video retrieval applications is impractical with existing techniques, because of their high time complexity and their failure on the relatively sparse trainin...
Yan Liu, John R. Kender