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ML
2002
ACM
14 years 9 months ago
2002
ACM
We present a general approach to model selection and regularization that exploits unlabeled data to adaptively control hypothesis complexity in supervised learning tasks. The idea ...
ICIP
2009
IEEE
14 years 7 months ago
2009
IEEE
In this paper, we propose a generic and efficient object detection framework based on two heterogeneous features and demonstrate effectiveness of our method for a cat face detecti...
DCC
2005
IEEE
15 years 9 months ago
2005
IEEE
In this paper, we propose a compression algorithm focused on the peculiarities of hyperspectral images. The spectral redundancy in hyperspectral images is exploited by using a con...
IVC
2006
14 years 9 months ago
2006
This paper considers the optimisation of a nonlinear functional for image segmentation and noise reduction. Equations optimising this functional are derived and employed to detect...
CBMS
2004
IEEE
15 years 1 months ago
2004
IEEE
Detection and monitoring of fluorescent lesions in mice is usually performed manually with the help of an image manipulation commercial software. The task is often daunting due to...