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Anotace knihy

A total of four contributory works were developed during the overall tenure of the work taken up in this thesis and was explained in four separate chapters, viz., chapter 3, 4, 5 and 6 respectively. The four proposed works presented as four detailed chapters are: Contribution 1: Microarray Image Denoising Based on Markov Random Fields in the spatial domain.Contribution 2: Adaptive MinMax Threshold Algorithm for Microarray Image based De-noising methods which is based on the Non-sub-sampled Contourlet Transforms approach.Contribution 3: An image noise type identification scheme for microarray images utilizing deep learning.Contribution 4: Determination of Noise Type in Microarray Images using Deep Learning, based on Iterative Parameters Generated in a Denoising Scheme using Markov Random Field.

Parametry knihy

Zařazení knihy Knihy v němčině Naturwissenschaften, Medizin, Informatik, Technik Informatik, EDV Informatik, EDV - Sonstiges

• Plný název: Microarray Image Denoising
• Autor: Vandana S. Bhat, Jagadeesh Pujari
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 172
• EAN: 9786204752112
• ISBN: 6204752111
• ID: 39292211
• Nakladatelství: LAP LAMBERT Academic Publishing
• Hmotnost: 274 g
• Rozměry: 220 × 150 × 10 mm
• Datum vydání: 12. May 2022

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