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TMI
2010
122views more  TMI 2010»
15 years 2 months ago
Feature Based Nonrigid Brain MR Image Registration With Symmetric Alpha Stable Filters
—A new feature based nonrigid image registration method for magnetic resonance (MR) brain images is presented in this paper. Each image voxel is represented by a rotation invaria...
Shu Liao, Albert C. S. Chung
PRL
2006
106views more  PRL 2006»
15 years 4 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
PKDD
2009
Springer
147views Data Mining» more  PKDD 2009»
15 years 10 months ago
Kernel Polytope Faces Pursuit
Abstract. Polytope Faces Pursuit (PFP) is a greedy algorithm that approximates the sparse solutions recovered by 1 regularised least-squares (Lasso) [4,10] in a similar vein to (Or...
Tom Diethe, Zakria Hussain
CVPR
2000
IEEE
16 years 6 months ago
Improving Correlation-Based DEMs by Image Warping and Facade Correlation
We present in this article a system which improves a DEM. The method reconstructs all the facades of the building and then, corrects the initial DEM by deleting the points of the ...
Christophe Vestri, Frederic Devernay
ICRA
2007
IEEE
132views Robotics» more  ICRA 2007»
15 years 10 months ago
Image-Based Visual Servoing of the I4R parallel robot without Proprioceptive Sensors
— This paper proposes a method to control an I4R parallel robot by the observation of its legs with a calibrated camera. We show that the control law depends only on the edges of...
Tej Dallej, Nicolas Andreff, Philippe Martinet