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» Learning Image Components for Object Recognition
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PR
2007
96views more  PR 2007»
15 years 2 months ago
Weighted and robust learning of subspace representations
A reliable system for visual learning and recognition should enable a selective treatment of individual parts of input data and should successfully deal with noise and occlusions....
Danijel Skocaj, Ales Leonardis, Horst Bischof
ICPR
2000
IEEE
15 years 7 months ago
Eigensnakes for Vessel Segmentation in Angiography
In this paper we introduce a new deformable model, called eigensnake, for segmentation of elongated structures in a probabilistic framework. Instead of snake attraction by speci...
Ricardo Toledo, Xavier Orriols, Petia Radeva, Xavi...
111
Voted
ACCV
2007
Springer
15 years 9 months ago
Comparative Studies on Multispectral Palm Image Fusion for Biometrics
Hand biometrics, including fingerprint, palmprint, hand geometry and hand vein pattern, have obtained extensive attention in recent years. Physiologically, skin is a complex multi...
Ying Hao, Zhenan Sun, Tieniu Tan
115
Voted
JMLR
2010
169views more  JMLR 2010»
14 years 9 months ago
Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images
Deep belief nets have been successful in modeling handwritten characters, but it has proved more difficult to apply them to real images. The problem lies in the restricted Boltzma...
Marc'Aurelio Ranzato, Alex Krizhevsky, Geoffrey E....
117
Voted
ICDAR
2005
IEEE
15 years 8 months ago
Intelligent Document Processing
Digital repositories raise the need for an effective and efficient retrieval of the stored material. In this paper we propose the intensive application of intelligent techniques t...
Floriana Esposito, Stefano Ferilli, Teresa Maria A...