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» Multiscale wedgelet image analysis: fast decompositions and ...
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64
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ICIP
2002
IEEE
16 years 13 days ago
Multiscale wedgelet image analysis: fast decompositions and modeling
Justin K. Romberg, Michael B. Wakin, Richard G. Ba...
93
Voted
DCC
2002
IEEE
15 years 10 months ago
Image Compression using an Efficient Edge Cartoon + Texture Model
Wavelet-based image coders optimally represent smooth regions and isolated point singularities. However, wavelet coders are less adept at representing perceptually important edge ...
Michael B. Wakin, Justin K. Romberg, Hyeokho Choi,...
IBPRIA
2005
Springer
15 years 4 months ago
A Real-Time Gabor Primal Sketch for Visual Attention
We describe a fast algorithm for Gabor filtering, specially designed for multi-scale image representations. Our proposal is based on three facts: first, Gabor functions can be de...
Alexandre Bernardino, José Santos-Victor
ICIP
1995
IEEE
16 years 8 days ago
Multiresolution model development for overlapping trees via canonical correlation analysis
Recently a class of multiscale stochastic models has been introducedin which Gaussian random processes are described by scale-recursive dynamics that are indexed by the nodes of a...
Paul W. Fieguth, William W. Irving, Alan S. Willsk...
117
Voted
SCALESPACE
2007
Springer
15 years 5 months ago
Non-negative Sparse Modeling of Textures
This paper presents a statistical model for textures that uses a non-negative decomposition on a set of local atoms learned from an exemplar. This model is described by the varianc...
Gabriel Peyré