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Iterative color image restoration algorithms

ICASSP-88., International Conference on Acoustics, Speech, and Signal Processing, 2003
Iterative techniques for restoring colour images are presented. These iterative algorithms have been developed for the restoration of monochromatic images. The colour images are modeled as three spatially related monochromatic images or channels. The interchannel correlation is incorporated into the iterative restoration algorithms in an indirect and ...
Aggelos K. Katsaggelos, Joon Ki Paik
openaire   +2 more sources

Constrained Iterative Restoration Algorithms

Proceedings of the IEEE, 1981
This paper describes a rather broad class of iterative signal restoration techniques which can be applied to remove the effects of many different types of distortions. These techniques also allow for the incorporation of prior knowledge of the signal in terms of the specification of a constraint operator.
R M Mersereau, R W Schafer
exaly   +2 more sources

A parallel genetic algorithm for image restoration

Proceedings of 13th International Conference on Pattern Recognition, 1996
A parallel genetic algorithm based on the island model for image restoration is presented. The algorithm divides a large population into smaller subpopulations and executes the main loop of the traditional genetic algorithm on each processor with its own subpopulation in parallel. Its performance is evaluated in a multi-workstation environment.
Yen-Wei Chen 0001   +3 more
openaire   +1 more source

A new iterative algorithm for image restoration

Computer Vision, Graphics, and Image Processing, 1985
Abstract A new technique for the restoration of linearly degraded images is presented. The method is applicable to both space variant and space invariant problems. It is an iterative procedure which is guaranteed to converge under very general conditions.
RAMAKRISHNA, RS   +2 more
openaire   +2 more sources

Restoration of Old Documents with Genetic Algorithms

2003
Image recognition is a problem present in many real-world applications. In this paper we present an application of genetic algorithms (GAs) to solve one of those problems: the recovery of a deteriorated old document from the damages caused by centuries.
Daniel Rivero 0001   +4 more
openaire   +2 more sources

Fast algorithm for restoration of foggy images

2013 IEEE 20th International Conference on Electronics, Circuits, and Systems (ICECS), 2013
This paper describes a new fast method for foggy images restoration derived from the dark channel prior methodology. Based on a physical foggy image formation model, the parameters of the restoration algorithm are estimated from the saturation channel of a single colour image without any prior knowledge of the scene.
Artur Loza   +3 more
openaire   +2 more sources

A POCS-Based Restoration Algorithm for Restoring Halftoned Color-Quantized Images

IEEE Transactions on Image Processing, 2006
This paper studies the restoration of images which are color-quantized with error diffusion. Though there are many reported algorithms proposed for restoring noisy blurred color images and inverse halftoning, restoration of color-quantized images is rarely addressed in the literature especially when the images are color-quantized with halftoning ...
Yuk Hee chan, Yik-Hing Fung
exaly   +5 more sources

Adaptive algorithms that restore signal properties

ICASSP '84. IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005
This paper introduces the concept of designing adaptive filtering algorithms to exploit the presence of some invariant property possessed by a signal of interest. If this invariant property is disturbed by the interference or dispersion which degrades the signal's quality, and if the disturbance can be sensed, then it can be used to guide an adaptive ...
openaire   +2 more sources

A spatiotemporal image sequence restoration algorithm

Proceedings. International Conference on Image Processing, 2003
Temporal restoration of image sequences may fail because of erroneously estimated motion. Motion estimation failures may occur for several reasons -complicated motion, severe artefacts, or a combination of both. We present an algorithm that tries to overcome at least the problems related to severe artefacts.
Andrei Rares   +3 more
openaire   +1 more source

Parallelization of a Public Image Restoration Algorithm

2007
We present a deconvolution method intended for image restoration. Although the method is computationally heavy, it obtains a good restoration quality. We have successfully achieved the scientific aim of parallelizing the algorithm, obtaining acceptable scalability on shared and distributed memory machines.
Francisco Almeida   +3 more
openaire   +1 more source

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