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230
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ICIP
2010
IEEE
14 years 12 months ago
Characterization of signal perturbation using voting based curve fitting for multispectral images
Signal degradation impacts the final quality of images acquired using remote sensing radiometer. The effectiveness of a restoration algorithm strongly depends on two main factors:...
Sebastiano Battiato, Giovanni Puglisi, Rosetta Riz...
153
Voted
CVPR
2011
IEEE
14 years 10 months ago
Sparse Image Representation with Epitomes
Sparse coding, which is the decomposition of a vector using only a few basis elements, is widely used in machine learning and image processing. The basis set, also called dictiona...
Louise Benoit, Julien Mairal, Francis Bach, Jean P...
121
Voted
ICCV
2011
IEEE
14 years 2 months ago
HEAT: Iterative Relevance Feedback with One Million Images
It has been shown repeatedly that iterative relevance feedback is a very efficient solution for content-based image retrieval. However, no existing system scales gracefully to hu...
Nicolae Suditu, Francois Fleuret
153
Voted
CVPR
2012
IEEE
13 years 5 months ago
Image denoising: Can plain neural networks compete with BM3D?
Image denoising can be described as the problem of mapping from a noisy image to a noise-free image. The best currently available denoising methods approximate this mapping with c...
Harold Christopher Burger, Christian J. Schuler, S...
116
Voted
CLEF
2003
Springer
15 years 7 months ago
Scene of Crime Information System: Playing at St. Andrews
This paper discusses the adaptation of the Scene of Crime Information System developed within an EPSRC-funded project, to the collection of data within the ImageCLEF track of the ...
Bogdan Vrusias, Mariam Tariq, Lee Gillam