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» Total Variation Processing of Images with Poisson Statistics
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ICIP
2007
IEEE
14 years 6 months ago
Total Variation Image Restoration and Parameter Estimation using Variational Posterior Distribution Approximation
In this paper we propose novel algorithms for total variation (TV) based image restoration and parameter estimation utilizing variational distribution approximations. By following...
S. Derin Babacan, Rafael Molina, Aggelos K. Katsag...
VLSID
2008
IEEE
153views VLSI» more  VLSID 2008»
14 years 5 months ago
Total Power Minimization in Glitch-Free CMOS Circuits Considering Process Variation
Compared to subthreshold leakage, dynamic power is normally much less sensitive to the process variation due to its approximately linear relation to the process parameters. Howeve...
Yuanlin Lu, Vishwani D. Agrawal
ICIP
2008
IEEE
13 years 11 months ago
Total variation super resolution using a variational approach
In this paper we propose a novel algorithm for super resolution based on total variation prior and variational distribution approximations. We formulate the problem using a hierar...
S. Derin Babacan, Rafael Molina, Aggelos K. Katsag...
ICIP
2008
IEEE
14 years 6 months ago
Photon-limited image denoising by inference on multiscale models
We present an improved statistical model of Poisson processes, with applications in photon-limited imaging. We build on previous work, adopting a multiscale representation of the ...
Stamatios Lefkimmiatis, George Papandreou, Petros ...
ICIP
2008
IEEE
13 years 11 months ago
Adaptive total variation deringing method for image interpolation
This paper presents a new adaptive post-processing algorithm for ringing artifact reduction after image interpolation (upsampling). The algorithm is based on the concept of total ...
Andrey S. Krylov, Andrey V. Nasonov