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Image processing masterclass with python 50+ solutions and techniques solving complex digital image processing challenges using numpy, scipy, pytorch and keras
Dey, Sandipan
Image processing masterclass with python 50+ solutions and techniques solving complex digital image processing challenges using numpy, scipy, pytorch and keras / Sandipan Dey - 1st ed. - New Delhi : Bpb Publications c2021 - xvii, 409 p. : ill. 23 cm
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.
9789389898644
computer programming language; python programming language
006.42 / DEY
Image processing masterclass with python 50+ solutions and techniques solving complex digital image processing challenges using numpy, scipy, pytorch and keras / Sandipan Dey - 1st ed. - New Delhi : Bpb Publications c2021 - xvii, 409 p. : ill. 23 cm
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.
9789389898644
computer programming language; python programming language
006.42 / DEY