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» A Kernel Method for the Two-Sample Problem
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JMM2
2007
148views more  JMM2 2007»
13 years 8 months ago
Object Segmentation Using Background Modelling and Cascaded Change Detection
— The automatic extraction and analysis of visual information is becoming generalised. The first step in this processing chain is usually separating or segmenting the captured v...
Luís Filipe Teixeira, Jaime S. Cardoso, Lu&...
PAMI
2010
241views more  PAMI 2010»
13 years 3 months ago
Point Set Registration: Coherent Point Drift
We introduce Coherent Point Drift (CPD), a novel probabilistic method for nonrigid registration of point sets. The registration is treated as a Maximum Likelihood (ML) estimation ...
Andriy Myronenko, Xubo B. Song
COMPSAC
2008
IEEE
14 years 2 months ago
Managing Libre Software Distributions under a Product Line Approach
Software product lines have already proven to be a successful methodology for building and maintaining a collection of similar software products, based on a common architecture. H...
Israel Herraiz, Gregorio Robles, Rafael Capilla, J...
CVPR
2010
IEEE
13 years 10 months ago
Modeling Pixel Process with Scale Invariant Local Patterns for Background Subtraction in Complex Scenes
Background modeling plays an important role in video surveillance, yet in complex scenes it is still a challenging problem. Among many difficulties, problems caused by illuminatio...
Shengcai Liao, Guoying Zhao, Vili Kellokumpu, Matt...
NIPS
2008
13 years 10 months ago
Support Vector Machines with a Reject Option
We consider the problem of binary classification where the classifier may abstain instead of classifying each observation. The Bayes decision rule for this setup, known as Chow�...
Yves Grandvalet, Alain Rakotomamonjy, Joseph Keshe...