Relations Between Regularization and Diffusion Filtering
Journal of Mathematical Imaging and Vision
A Variational Approach to Maximum a Posteriori Estimation for Image Denoising
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Journal of Computational Physics
Image Sharpening by Flows Based on Triple Well Potentials
Journal of Mathematical Imaging and Vision
Journal of Mathematical Imaging and Vision
Two motion-blurred images are better than one
Pattern Recognition Letters - Special issue: In memoriam Azriel Rosenfeld
Resolution enhancement via probabilistic deconvolution of multiple degraded images
Pattern Recognition Letters - Special issue: Pattern recognition in remote sensing (PRRS 2004)
Image Deblurring in the Presence of Impulsive Noise
International Journal of Computer Vision
Total Variation Wavelet Inpainting
Journal of Mathematical Imaging and Vision
Edge-Forming Methods for Image Zooming
Journal of Mathematical Imaging and Vision
Algorithmic Differentiation: Application to Variational Problems in Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Spatially adaptive intensity bounds for image restoration
EURASIP Journal on Applied Signal Processing
A nonlinear entropic variational model for image filtering
EURASIP Journal on Applied Signal Processing
Total variation minimizing blind deconvolution with shock filter reference
Image and Vision Computing
Computer Vision and Image Understanding
Blind Deconvolution Models Regularized by Fractional Powers of the Laplacian
Journal of Mathematical Imaging and Vision
Variational Deconvolution of Multi-channel Images with Inequality Constraints
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part I
Blind Estimation of Motion Blur Parameters for Image Deconvolution
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
Atmospheric Turbulence Restoration by Diffeomorphic Image Registration and Blind Deconvolution
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Sequential Blind PSF Estimation and Restoration of Aerial Multispectral Images
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
A soft MAP framework for blind super-resolution image reconstruction
Image and Vision Computing
Blind motion deblurring using multiple images
Journal of Computational Physics
An Adaptive Method for Recovering Image from Mixed Noisy Data
International Journal of Computer Vision
ACM SIGGRAPH Asia 2009 papers
Variational Bayesian blind deconvolution using a total variation prior
IEEE Transactions on Image Processing
Efficient minimization method for a generalized total variation functional
IEEE Transactions on Image Processing
Variational Bayesian sparse kernel-based blind image deconvolution with student's-t priors
IEEE Transactions on Image Processing
A feasibility study of joint respiratory and cardiac motion correction for coronary PET/CT imaging
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Image Recovery via Nonlocal Operators
Journal of Scientific Computing
Random channel coding and blind deconvolution
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
Image enhancement method VIA blur and noisy image fusion
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Pet image reconstruction using prior information from CT or MRI
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Blind and semi-blind deblurring of natural images
IEEE Transactions on Image Processing
Low-light imaging solutions for mobile devices
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Two-phase kernel estimation for robust motion deblurring
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Optimization for limited angle tomography in medical image processing
Pattern Recognition
Iterative global and local methods of image restoration
Pattern Recognition and Image Analysis
Blur estimation for barcode recognition in out-of-focus images
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Spectral non-gaussianity for blind image deblurring
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Total variation regularization for the reconstruction of a mountain topography
Applied Numerical Mathematics
Total Variation as a Local Filter
SIAM Journal on Imaging Sciences
Variational deblurring of images with uncertain and spatially variant blurs
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
Image deblurring in the presence of salt-and-pepper noise
Scale-Space'05 Proceedings of the 5th international conference on Scale Space and PDE Methods in Computer Vision
PDE-based deconvolution with forward-backward diffusivities and diffusion tensors
Scale-Space'05 Proceedings of the 5th international conference on Scale Space and PDE Methods in Computer Vision
Total variation blind deconvolution employing split Bregman iteration
Journal of Visual Communication and Image Representation
IWCIA'06 Proceedings of the 11th international conference on Combinatorial Image Analysis
Non-uniform Deblurring for Shaken Images
International Journal of Computer Vision
Global and local methods of image restoration
Pattern Recognition and Image Analysis
Blind image deblurring based on dictionary replacing
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Variational multiframe restoration of images degraded by noisy (stochastic) blur kernels
Journal of Computational and Applied Mathematics
Blur-Kernel estimation from spectral irregularities
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Linear convergence analysis of the use of gradient projection methods on total variation problems
Computational Optimization and Applications
Simultaneous image interpolation for stereo images
Signal Processing
Single-Image blind deblurring for non-uniform camera-shake blur
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Ultrasound kidney segmentation with a global prior shape
Journal of Visual Communication and Image Representation
Kernel estimation from salient structure for robust motion deblurring
Image Communication
Improved image deblurring based on salient-region segmentation
Image Communication
A Linear Systems Approach to Imaging Through Turbulence
Journal of Mathematical Imaging and Vision
Extensions of the Justen---Ramlau blind deconvolution method
Advances in Computational Mathematics
A nonlinear level set model for image deblurring and denoising
The Visual Computer: International Journal of Computer Graphics
Blind image deconvolution using a banded matrix method
Numerical Algorithms
Efficient blind image deconvolution using spectral non-Gaussianity
Integrated Computer-Aided Engineering
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We present a blind deconvolution algorithm based on the total variational (TV) minimization method proposed by Acar and Vogel (1994). The motivation for regularizing with the TV norm is that it is extremely effective for recovering edges of images as well as some blurring functions, e.g., motion blur and out-of-focus blur. An alternating minimization (AM) implicit iterative scheme is devised to recover the image and simultaneously identify the point spread function (PSF). Numerical results indicate that the iterative scheme is quite robust, converges very fast (especially for discontinuous blur), and both the image and the PSF can be recovered under the presence of high noise level. Finally, we remark that PSFs without sharp edges, e.g., Gaussian blur, can also be identified through the TV approach