5.3.8.2 Poisson Noise Removal

Chapter Contents (Back)
Noise Removal. Poisson Noise.

Rabbani, M.,
Bayesian Filtering of Poisson Noise Using Local Statistics,
ASSP(36), 1988, pp. 933-937. BibRef 8800

Lasota, S.[Slawomir], Niemiro, W.[Wojciech],
A version of the Swendsen-Wang algorithm for restoration of images degraded by Poisson noise,
PR(36), No. 4, April 2003, pp. 931-941.
WWW Version. 0304
See also Positron emission tomography by Markov chain Monte Carlo with auxiliary variables. BibRef

Lu, H., Kim, Y., Anderson, J.M.M.,
Improved Poisson Intensity Estimation: Denoising Application Using Poisson Data,
IP(13), No. 8, August 2004, pp. 1128-1135.
IEEE DOI Link 0409
BibRef

Le, T.[Triet], Chartrand, R.[Rick], Asaki, T.J.[Thomas J.],
A Variational Approach to Reconstructing Images Corrupted by Poisson Noise,
JMIV(27), No. 3, April 2007, pp. 257-263.
Springer DOI Link 0704
BibRef

Dupe, F.X., Fadili, J.M., Starck, J.L.,
A Proximal Iteration for Deconvolving Poisson Noisy Images Using Sparse Representations,
IP(18), No. 2, February 2009, pp. 310-321.
IEEE DOI Link 0901
BibRef

Lefkimmiatis, S.[Stamatios], Maragos, P.[Petros], Papandreou, G.[George],
Bayesian Inference on Multiscale Models for Poisson Intensity Estimation: Applications to Photon-Limited Image Denoising,
IP(18), No. 8, August 2009, pp. 1724-1741.
IEEE DOI Link 0907
BibRef
And: A1, A3, A2:
Poisson-Haar Transform: A nonlinear multiscale representation for photon-limited image denoising,
ICIP09(3853-3856).
IEEE DOI Link 0911
BibRef
Earlier: A1, A3, A2:
Photon-limited image denoising by inference on multiscale models,
ICIP08(2332-2335).
IEEE DOI Link 0810
BibRef
Earlier: A3, A2, Only:
A Cross-Validatory Statistical Approach to Scale Selection for Image Denoising by Nonlinear Diffusion,
CVPR05(I: 625-630).
IEEE DOI Link 0507
BibRef
And: A3, A2, Only:
Image Denoising in Nonlinear Scale-Spaces: Automatic Scale Selection via Cross-Validation,
ICIP05(I: 481-484).
IEEE DOI Link 0512
BibRef

Lefkimmiatis, S.[Stamatios], Bourquard, A., Unser, M.,
Hessian-Based Norm Regularization for Image Restoration With Biomedical Applications,
IP(21), No. 3, March 2012, pp. 983-995.
IEEE DOI Link 1203
BibRef

Makitalo, M., Foi, A.,
Optimal Inversion of the Anscombe Transformation in Low-Count Poisson Image Denoising,
IP(20), No. 1, January 2011, pp. 99-109.
IEEE DOI Link 1101
BibRef
Earlier:
On the inversion of the Anscombe transformation in low-count Poisson image denoising,
LNLA09(26-32).
IEEE DOI Link 0908
BibRef

Makitalo, M., Foi, A.,
A Closed-Form Approximation of the Exact Unbiased Inverse of the Anscombe Variance-Stabilizing Transformation,
IP(20), No. 9, September 2011, pp. 2697-2698.
IEEE DOI Link 1109
BibRef

Luisier, F., Blu, T., Unser, M.,
Image Denoising in Mixed Poisson-Gaussian Noise,
IP(20), No. 3, March 2011, pp. 696-708.
IEEE DOI Link 1103
BibRef

Chen, D.Q.A.[Dai-Qi-Ang], Cheng, L.Z.[Li-Zhi],
Deconvolving Poissonian images by a novel hybrid variational model,
JVCIR(22), No. 7, October 2011, pp. 643-652.
Elsevier DOI Link
WWW Version. 1109
Total variation; Frame coefficients; Split Bregman method; Douglas-Rachford splitting; Poisson noise; Maximum a posteriori estimator; Hybrid model; Image deconvolution BibRef

Harmany, Z.T.[Zachary T.], Marcia, R.F.[Roummel F.], Willett, R.M.[Rebecca M.],
This is SPIRAL-TAP: Sparse Poisson Intensity Reconstruction ALgorithms: Theory and Practice,
IP(21), No. 3, March 2012, pp. 1084-1096.
IEEE DOI Link 1203
BibRef
Earlier: A3, A1, A2:
Poisson image reconstruction with total variation regularization,
ICIP10(4177-4180).
IEEE DOI Link 1009
BibRef

Harmany, Z.T.[Zachary T.], Thompson, D.[Daniel], Willett, R.M.[Rebecca M.], Marcia, R.F.[Roummel F.],
Gradient projection for linearly constrained convex optimization in sparse signal recovery,
ICIP10(3361-3364).
IEEE DOI Link 1009
BibRef

Lee, C.[Chul], Lee, C.[Chulwoo], Kim, C.S.[Chang-Su],
An MMSE approach to nonlocal image denoising: Theory and practical implementation,
JVCIR(23), No. 3, April 2012, pp. 476-490.
Elsevier DOI Link
WWW Version. 1203
BibRef
Earlier:
MMSE nonlocal means denoising algorithm for Poisson noise removal,
ICIP11(2561-2564).
IEEE DOI Link 1201
Image denoising; Nonlocal means filter; Minimum mean square error (MMSE) denoising; Bayesian estimation; Noisy nonlocal neighbors; Probabilistic tree search; External database; Image restoration BibRef


Goossens, B.[Bart], Luong, H.[Hiep], Aelterman, J.[Jan], Pizurica, A.[Aleksandra], Philips, W.[Wilfried],
Reconstruction of High Dynamic Range images with poisson noise modeling and integrated denoising,
ICIP11(3429-3432).
IEEE DOI Link 1201
BibRef

Dupe, F.X., Fadili, M.J., Starch, J.L.,
Inverse problems with poisson noise: Primal and primal-dual splitting,
ICIP11(1901-1904).
IEEE DOI Link 1201
BibRef

Gil-Rodrigo, E., Portilla, J., Miraut, D., Suarez-Mesa, R.,
Efficient joint poisson-gauss restoration using multi-frame L2-relaxed-L0 analysis-based sparsity,
ICIP11(1385-1388).
IEEE DOI Link 1201
BibRef

Carlavan, M.[Mikael], Blanc-Feraud, L.[Laure],
Two constrained formulations for deblurring Poisson noisy images,
ICIP11(689-692).
IEEE DOI Link 1201
BibRef

Huang, L.[Lili], Xiao, L.[Liang], Wei, Z.H.[Zhi-Hui], Zhang, Z.R.[Zheng-Rong],
Variational image restoration based on Poisson singular integral and curvelet-type decomposition space regularization,
ICIP11(685-688).
IEEE DOI Link 1201
BibRef

Yan, M.[Ming],
EM-Type Algorithms for Image Reconstruction with Background Emission and Poisson Noise,
ISVC11(I: 33-42).
Springer DOI Link 1109
BibRef

Xiao, Y.[Yu], Zeng, T.[Tieyong],
Poisson noise removal via learned dictionary,
ICIP10(1177-1180).
IEEE DOI Link 1009
BibRef

Talbot, H., Phelippeau, H., Akil, M., Bara, S.,
Efficient Poisson denoising for photography,
ICIP09(3881-3884).
IEEE DOI Link 0911
BibRef

Nadar, M.S.[Miriappan S.], Hunt, B.R.[Bobby R.], Sheppard, D.G.[David G.],
Multiframe Poisson MAP deconvolution of astronomical images,
ICIP96(III: 109-111).
IEEE DOI Link BibRef 9600

Nadar, M.S., Hunt, B.R., Sementilli, P.J.,
A unified space decomposition formulation of iterative methods in image deconvolution,
ICIP94(I: 46-50).
IEEE DOI Link 9411
BibRef

Chapter on Image Processing, Restoration, Enhancement, Filters, Image and Video Coding continues in
Total Variation Restoration .


Last update:May 16, 2012 at 20:31:07