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» Interval Computations in Computer Vision
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ICPR
2010
IEEE
16 years 2 months ago
Performance Evaluation Tools for Zone Segmentation and Classification (PETS)
This paper overviews a set of Performance Evaluation ToolS (PETS) for zone segmentation and classification. The tools allow researchers and developers to evaluate, optimize and ...
Wontaek Seo, Mudit Agrawal, David Doermann
217
Voted
ICPR
2010
IEEE
16 years 2 months ago
A Bound on the Performance of LDA in Randomly Projected Data Spaces
We consider the problem of classification in nonadaptive dimensionality reduction. Specifically, we bound the increase in classification error of Fisher’s Linear Discriminant...
Robert John Durrant, Ata Kaban
ICPR
2010
IEEE
16 years 2 months ago
A Graph Matching Algorithm using Data-Driven Markov Chain Monte Carlo Sampling
We propose a novel stochastic graph matching algorithm based on data-driven Markov Chain Monte Carlo (DDMCMC) sampling technique. The algorithm explores the solution space efficien...
Jungmin Lee, Minsu Cho, Kyoung Mu Lee
181
Voted
ICPR
2010
IEEE
16 years 1 months ago
Edge Based Binarization for Video Text Images
This paper introduces a binarization method based on edge for video text images, especially for images with complex background or low contrast. The binarization method first detec...
Zhiwei Zhou, Linlin Li, Chew-Lim Tan
162
Voted
ICPR
2010
IEEE
16 years 1 months ago
Joint Image GMM and Shading MAP Estimation
We consider a simple statistical model of the image, in which the image is represented as a sum of two parts: one part is explained by an i.i.d. color Gaussian mixture and the oth...
Alexander Shekhovtsov, Vaclav Hlavac