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» Efficient Image Classification on Vertically Decomposed Data
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CVPR
2005
IEEE
14 years 7 months ago
Applying Neighborhood Consistency for Fast Clustering and Kernel Density Estimation
Nearest neighborhood consistency is an important concept in statistical pattern recognition, which underlies the well-known k-nearest neighbor method. In this paper, we combine th...
Kai Zhang, Ming Tang, James T. Kwok
ACIVS
2005
Springer
13 years 11 months ago
Identification of Intestinal Motility Events of Capsule Endoscopy Video Analysis
Abstract. Purpose: To develop a system for assisting the analysis of capsuleendoscopy (CE) video data and identifying sequences of frames related to small intestine motility. Mater...
Panagiota Spyridonos, Fernando Vilariño, Jo...
VISUALIZATION
2000
IEEE
13 years 10 months ago
FastSplats: optimized splatting on rectilinear grids
Splatting is widely applied in many areas, including volume, point-based, and image-based rendering. Improvements to splatting, such as eliminating popping and color bleeding, occ...
Jian Huang, Roger Crawfis, Naeem Shareef, Klaus Mu...
SIAMIS
2010
378views more  SIAMIS 2010»
13 years 16 days ago
Global Interactions in Random Field Models: A Potential Function Ensuring Connectedness
Markov random field (MRF) models, including conditional random field models, are popular in computer vision. However, in order to be computationally tractable, they are limited to ...
Sebastian Nowozin, Christoph H. Lampert
SDM
2010
SIAM
181views Data Mining» more  SDM 2010»
13 years 7 months ago
A Compression Based Distance Measure for Texture
The analysis of texture is an important subroutine in application areas as diverse as biology, medicine, robotics, and forensic science. While the last three decades have seen ext...
Bilson J. L. Campana, Eamonn J. Keogh