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» Multi-valued Images and Their Separation
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NIPS
2008
15 years 2 months ago
Generative versus discriminative training of RBMs for classification of fMRI images
Neuroimaging datasets often have a very large number of voxels and a very small number of training cases, which means that overfitting of models for this data can become a very se...
Tanya Schmah, Geoffrey E. Hinton, Richard S. Zemel...
ICASSP
2011
IEEE
14 years 4 months ago
A segment-based image saliency detection
This paper presents a novel method of visual saliency detection. The use of saliency promises benefits to multimedia applications. However, up to now just few reasonable applicat...
Oleg Muratov, Pamela Zontone, Giulia Boato, France...
95
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ACIVS
2006
Springer
15 years 6 months ago
Scalable and Channel-Adaptive Unequal Error Protection of Images with LDPC Codes
This paper considers the design of an optimal joint source-channel coding system employing scalable wavelet-based source coders and unequal error protection for error-resilient tra...
Adrian Munteanu, Maryse R. Stoufs, Jan Cornelis, P...
ICDAR
2003
IEEE
15 years 6 months ago
Gabor Filter Based Multi-class Classifier for Scanned Document Images
When scanning documents with a large number of pages such as books, it is often feasible to provide a minimal number of training samples to personalize the system to compensate fo...
Huanfeng Ma, David S. Doermann
87
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BILDMED
2006
113views Algorithms» more  BILDMED 2006»
15 years 2 months ago
Automatic Segmentation of the Vessel Lumen from 3D CTA Images of Aortic Dissection
Acute aortic dissection is a life-threatening condition and must be diagnosed and treated promptly. For treatment planning the reliable identification of the true and false lumen i...
Tamás Kovács, Philippe C. Cattin, Ha...