Mathematical Methods in Image Processing and Inverse Problems

£159.50

Mathematical Methods in Image Processing and Inverse Problems

IPIP 2018, Beijing, China, April 21–24

Differential calculus and equations Applied mathematics Computer vision

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Collection: Springer Proceedings in Mathematics & Statistics

Language: English

Published by: Springer

Published on: 25th September 2021

Format: LCP-protected ePub

Size: 57 Mb

ISBN: 9789811627019


Introduction

This book contains eleven original and survey scientific research articles arose from presentations given by invited speakers at the International Workshop on Image Processing and Inverse Problems, held in Beijing Computational Science Research Center, Beijing, China, April 21–24, 2018. The book was dedicated to Professor Raymond Chan on the occasion of his 60th birthday.

Contents and Topics

The contents of the book cover topics including image reconstruction, image segmentation, image registration, inverse problems and so on. Deep learning, PDE, statistical theory based research methods and techniques were discussed. The state-of-the-art developments on mathematical analysis, advanced modeling, efficient algorithm and applications were presented. The collected papers in this book also give new research trends in deep learning and optimization for imaging science. It should be a good reference for researchers working on related problems, as well as for researchers working on computer vision and visualization, inverse problems, image processing and medical imaging.

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