Image processing masterclass with python / Sandipan Dey 50+ solutions and techniques solving complex digital image processing challenges using numpy, scipy, pytorch and keras

By:

Dey, Sandipan

Language: English Publication details: Bpb Publications c2021 New Delhi :Edition: 1st edDescription: xvii, 409 p. : ill. 23 cmISBN:

9789389898644

Subject(s):

computer programming language; python programming language

DDC classification:

006.42 DEY

Summary: This book starts with basic Image Processing and manipulation problems and demonstrates how to solve them with popular Python libraries and modules. It then concentrates on problems based on Geometric image transformations and problems to be solved with Image hashing. Next, the book focuses on solving problems based on Sampling, Convolution, Discrete Fourier transform, Frequency domain filtering and image restoration with deconvolution. It also aims at solving Image enhancement problems using different algorithms such as spatial filters and create a super resolution image using SRGAN.

Item type: English Books

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Anna Centenary Library 3RD FLOOR, A WING	006.42 DEY (Browse shelf(Opens below))		Available		675120
Anna Centenary Library 3RD FLOOR, A WING	006.42 DEY;1 (Browse shelf(Opens below))	1	Available		675121

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Reprint, 2023

Includes index

This book starts with basic Image Processing and manipulation problems and demonstrates how to solve them with popular Python libraries and modules. It then concentrates on problems based on Geometric image transformations and problems to be solved with Image hashing. Next, the book focuses on solving problems based on Sampling, Convolution, Discrete Fourier transform, Frequency domain filtering and image restoration with deconvolution. It also aims at solving Image enhancement problems using different algorithms such as spatial filters and create a super resolution image using SRGAN.

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Image processing masterclass with python / Sandipan Dey 50+ solutions and techniques solving complex digital image processing challenges using numpy, scipy, pytorch and keras

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