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JMLR
2002
160views more  JMLR 2002»
15 years 5 months ago
Kernel Independent Component Analysis
We present a class of algorithms for independent component analysis (ICA) which use contrast functions based on canonical correlations in a reproducing kernel Hilbert space. On th...
Francis R. Bach, Michael I. Jordan
ML
1998
ACM
113views Machine Learning» more  ML 1998»
15 years 5 months ago
Machine Learning for the Detection of Oil Spills in Satellite Radar Images
During a project examining the use of machine learning techniques for oil spill detection, we have encountered several essential questions that we believe deserve the attention of ...
Miroslav Kubat, Robert C. Holte, Stan Matwin
194
Voted
TCSV
2002
292views more  TCSV 2002»
15 years 5 months ago
Document image segmentation using wavelet scale-space features
In this paper, an efficient and computationally fast method for segmenting text and graphics part of document images based on textural cues is presented. We assume that the graphic...
Mausumi Acharyya, Malay K. Kundu
155
Voted
TIT
2002
77views more  TIT 2002»
15 years 5 months ago
Capacity-achieving sequences for the erasure channel
Abstract-- This paper starts a systematic study of capacityachieving sequences of low-density parity-check codes for the erasure channel. We introduce a class Aof analytic function...
P. Oswald, A. Shokrollahi
171
Voted
TROB
2002
106views more  TROB 2002»
15 years 5 months ago
Visual servoing of an under-actuated dynamic rigid-body system: an image-based approach
Abstract--A new image-based control strategy for visual servoing of a class of under-actuated rigid body systems is presented. The proposed control design applies to "eye-in-h...
Tarek Hamel, Robert E. Mahony