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» Consistent Gradient Operators
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97
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ICIP
2009
IEEE
16 years 3 months ago
Image Deconvolution By Stein Block Thresholding
In this paper, we propose a fast image deconvolution algorithm that combines adaptive block thresholding and Vaguelet-Wavelet Decomposition. The approach consists in first denoisi...
134
Voted
ICML
2007
IEEE
16 years 3 months ago
Dimensionality reduction and generalization
In this paper we investigate the regularization property of Kernel Principal Component Analysis (KPCA), by studying its application as a preprocessing step to supervised learning ...
Sofia Mosci, Lorenzo Rosasco, Alessandro Verri
125
Voted
ICIAP
2007
ACM
16 years 2 months ago
D-Calib: Calibration Software for Multiple Cameras System
This paper presents calibration software "D-Calib" for multiple cameras, which can calibrate all cameras at the same time with easy operation. Our calibration method con...
Yuko Uematsu, Tomoaki Teshima, Hideo Saito, Cao Ho...
120
Voted
ICIAP
2007
ACM
16 years 2 months ago
An information theoretic rule for sample size adaptation in particle filtering
To become robust, a tracking algorithm must be able to support uncertainty and ambiguity often inherently present in the data in form of occlusion and clutter. This comes usually ...
Oswald Lanz
114
Voted
ICSE
2003
IEEE-ACM
16 years 2 months ago
Detailing Architectural Design in the Tropos Methodology
Software systems development happens within a context which organizational processes are wellestablished. Hence, software needs to be built with flexible architectures based in so...
Carla T. L. L. Silva, Jaelson Brelaz de Castro, Jo...