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» On Parallelization of a Video Mining System
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MVA
2011
234views Computer Vision» more  MVA 2011»
13 years 3 months ago
Feature tracking and matching in video using programmable graphics hardware
Abstract This paper describes novel implementations of the KLT feature tracking and SIFT feature extraction algorithms that run on the graphics processing unit (GPU) and is suitabl...
Sudipta N. Sinha, Jan-Michael Frahm, Marc Pollefey...
ICDCS
2002
IEEE
14 years 1 months ago
A Fully Distributed Framework for Cost-Sensitive Data Mining
Data mining systems aim to discover patterns and extract useful information from facts recorded in databases. A widely adopted approach is to apply machine learning algorithms to ...
Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. S...
IHI
2010
198views Healthcare» more  IHI 2010»
13 years 3 months ago
Large-scale multimodal mining for healthcare with mapreduce
Recent advances in healthcare and bioscience technologies and proliferation of portable medical devices are producing massive amounts of multimodal data. The need for parallel pro...
Fei Wang, Vuk Ercegovac, Tanveer Fathima Syeda-Mah...
AIPR
2001
IEEE
14 years 9 days ago
Towards Robust Face Recognition from Video
A novel, template-based method for face recognition is presented. The goals of the proposed method are to integrate multiple observations for improved robustness and to provide au...
Jeffery R. Price, Timothy F. Gee
CIVR
2004
Springer
116views Image Analysis» more  CIVR 2004»
14 years 2 months ago
A Visual Model Approach for Parsing Colonoscopy Videos
Abstract. Colonoscopy is an important screening procedure for colorectal cancer. During this procedure, the endoscopist visually inspects the colon. Currently, there is no content-...
Yu Cao, Wallapak Tavanapong, Dalei Li, Jung-Hwan O...