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» Sparse Image Reconstruction using Sparse Priors
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NECO
2010
154views more  NECO 2010»
15 years 2 months ago
Role of Homeostasis in Learning Sparse Representations
Neurons in the input layer of primary visual cortex in primates develop edge-like receptive fields. One approach to understanding the emergence of this response is to state that ...
Laurent U. Perrinet
ISBI
2009
IEEE
15 years 11 months ago
3D Eigenfunction Expansion of Sparsely Sampled 2D Cortical Data
Various cortical measures such as cortical thickness are routinely computed along the vertices of cortical surface meshes. These metrics are used in surface-based morphometric stu...
Moo K. Chung, Yu-Chien Wu, Andrew L. Alexander
3DIM
2007
IEEE
15 years 10 months ago
Construction of Feature Landmark Database Using Omnidirectional Videos and GPS Positions
This paper describes a method for constructing feature landmark database using omnidirectional videos and GPS positions acquired in outdoor environments. The feature landmark data...
Sei Ikeda, Tomokazu Sato, Koichiro Yamaguchi, Naok...
ICIP
2009
IEEE
16 years 5 months ago
Weighted Average Denoising With Sparse Orthonormal Transforms
Sparse Orthonormal Transforms (SOT) has recently been proposed as a data compression method that can achieve sparser representations in transform domain. Given initial conditions,...
ICCV
2011
IEEE
14 years 4 months ago
Multiview 3D Warps
Image registration and 3D reconstruction are fundamental computer vision and medical imaging problems. They are particularly challenging when the input data are images of a deform...
Alessio Del Bue, Adrien Bartoli