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» Sparse Image Reconstruction using Sparse Priors
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PSIVT
2009
Springer
176views Multimedia» more  PSIVT 2009»
15 years 8 months ago
Monocular 3D Reconstruction of Objects Based on Cylindrical Panoramas
This paper discusses ways of using a single panoramic image (captured by a rotating sensor-line camera having very-high spatial resolution) for the geometric shape recovery of a sh...
Ralf Haeusler, Reinhard Klette, Fay Huang
136
Voted
DSMML
2004
Springer
15 years 9 months ago
Transformations of Gaussian Process Priors
Abstract. Gaussian process prior systems generally consist of noisy measurements of samples of the putatively Gaussian process of interest, where the samples serve to constrain the...
Roderick Murray-Smith, Barak A. Pearlmutter
133
Voted
TMI
2008
136views more  TMI 2008»
15 years 3 months ago
Classification of fMRI Time Series in a Low-Dimensional Subspace With a Spatial Prior
We propose a new method for detecting activation in functional magnetic resonance imaging (fMRI) data. We project the fMRI time series on a low-dimensional subspace spanned by wave...
François G. Meyer, Xilin Shen
132
Voted
ICASSP
2011
IEEE
14 years 7 months ago
Sparse video recovery using Linearly Constrained Gradient Projection
This paper concerns the reconstruction of a temporally-varying scene from a video sequence of noisy linear projections. Assuming that each video frame is sparse or compressible in...
Daniel Thompson, Zachary T. Harmany, Roummel F. Ma...
ICCV
2011
IEEE
14 years 3 months ago
Refractive Shape from Light Field Distortion
Acquiring transparent, refractive objects is challenging as these kinds of objects can only be observed by analyzing the distortion of reference background patterns. We present a ...
Gordon Wetzstein, David Roodnick, Wolfgang Heidric...