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Optimal Image Restoration Using Swarm Algorithms And Their Synergy

 

Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
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  • Product Description
 

The novel approach introduced here is taking advantage of swarm intelligence to facilitate optimization process in TV regularization. An ARMA model used for the nonlinearly degraded image deconvolution is identified using ANN which is fast trained by two swarm algorithms hybridization: PSO and BFO. Both estimated image and blur function are identified through this representation. Some applications on radiological images are presented in simulation results. This optimized model will be implemented on reconfigurable hardware. Computational comparison based on image quality reached is made between different approaches.

Product Specifications
SKU :COC91810
AuthorSaadi Slami
LanguageEnglish
BindingPaperback
Number of Pages128
Publishing Year2013-02-07T00:00:00.000
ISBN9783659341335
Edition1 st
Book TypeElectronics & communications engineering
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-10-08 00:00:00
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