Mathematical Methods in Image Processing and Inverse Problems (Hardcover)

Xue-Cheng Tai

ISBN 10: 9811627002 / ISBN 13: 9789811627002

Published by Springer Verlag, Singapore, Singapore, 2021

About this Item

Hardcover. This book contains eleven original and survey scientific research articles arose from presentations given by invited speakers at International Workshop on Image Processing and Inverse Problems, held in Beijing Computational Science Research Center, Beijing, China, April 2124, 2018. The book was dedicated to Professor Raymond Chan on the occasion of his 60th birthday.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. This book contains eleven original and survey scientific research articles arose from presentations given by invited speakers at International Workshop on Image Processing and Inverse Problems, held in Beijing Computational Science Research Center, Beijing, China, April 2124, 2018. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Seller Inventory # 9789811627002

Bibliographic Details

• Title: Mathematical Methods in Image Processing and Inverse Problems (Hardcover)
• Publisher: Springer Verlag, Singapore, Singapore
• Publication Date: 2021
• Language: English
• ISBN 10: 9811627002
• ISBN 13: 9789811627002
• Binding: Hardcover
• Condition: new

About this title

Synopsis

This book contains eleven original and survey scientific research articles arose from presentations given by invited speakers at 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.

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.