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Parallel Operator Splitting Algorithms with Application to Imaging Inverse Problems

Name: Parallel Operator Splitting Algorithms with Application to Imaging Inverse Problems
Brand: Springer, Berlin
SKU: 9789819937493
Price: 718.97 PLN
Availability: InStock

Autor: Chuan He, Changhua Hu

Język:

Oprawa: Twarda

Wydawca: Springer, Berlin

Dostępność: Dostępna u dostawcy

Wysyłamy za 10-13 dni

718.97 zł

Image denoising, image deblurring, image inpainting, super-resolution, and compressed sensing recons...

Informacje o książce

Autor

Chuan He, Changhua Hu

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2023

strony

216

EAN

9789819937493

Enbook ID

43438839

Wydawca

Springer, Berlin

Waga

480

Wymiary

155 x 235

Pełny opis

Image denoising, image deblurring, image inpainting, super-resolution, and compressed sensing reconstruction have important application value in engineering practice, and they are also the hot frontiers in the field of image processing. This book focuses on the numerical analysis of ill condition of imaging inverse problems and the methods of solving imaging inverse problems based on operator splitting. Both algorithmic theory and numerical experiments have been addressed. The book is divided into six chapters, including preparatory knowledge, ill-condition numerical analysis and regularization method of imaging inverse problems, adaptive regularization parameter estimation, and parallel solution methods of imaging inverse problem based on operator splitting. Although the research methods in this book take image denoising, deblurring, inpainting, and compressed sensing reconstruction as examples, they can also be extended to image processing problems such as image segmentation, hyperspectral decomposition, and image compression. This book can benefit teachers and graduate students in colleges and universities, or be used as a reference for self-study or further study of image processing technology engineers.

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