Image Denoising using Adaptive Filter - Softcover

Jayaswal, Anupkumar; Dembrani, Mahesh; Seragi, Sattyendra

 
9783330082175: Image Denoising using Adaptive Filter
Softcover
ISBN 10: 3330082178 ISBN 13: 9783330082175
Verlag: LAP LAMBERT Academic Publishing, 2017

Inhaltsangabe

Visual information transmitted in the form of digital images is becoming a major method of communication in the modern age, but the image obtained after transmission is often corrupted with noise. The received image needs processing before it can be used in applications. Image denoising involves the manipulation of the image data to produce a visually high quality image. This thesis reviews the existing denoising algorithms, such as Mean filter, Median filter, Local adaptive filter and finely two dimensional blocks least mean square algorithm (TDBLMS) filtering approach, and performs their comparative study. Different noise models including additive and multiplicative types are used. They include Gaussian noise, salt and pepper noise, speckle noise and Poisson noise. Selection of the denoising algorithm is application dependent. Hence, it is necessary to have knowledge about the noise present in the image so as to select the appropriate denoising algorithm. The TDBLMS approach finds applications in denoising of different images corrupted with Additive and multiplicative noise.

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Über die Autorin bzw. den Autor

Prof. A.B Jayawal working as ans ASST. Prof. in RCPIT Shirpur since 2010. The area of interest is image processing and digital signal processing.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2017
Sprache
Englisch
ISBN 10 
3330082178
ISBN 13 
9783330082175
Einband
Taschenbuch
Anzahl der Seiten
76
Kontakt zum Hersteller
Nicht verfügbar
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Editions Vie
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