Mathematical Methods In Image Reconstruction


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Mathematical Methods in Image Reconstruction


Mathematical Methods in Image Reconstruction

Author: Frank Natterer

language: en

Publisher: SIAM

Release Date: 2001-01-01


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This book provides readers with a superior understanding of the mathematical principles behind imaging.

Mathematical Methods in Image Processing and Inverse Problems


Mathematical Methods in Image Processing and Inverse Problems

Author: Xue-Cheng Tai

language: en

Publisher: Springer Nature

Release Date: 2021-09-25


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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.

Mathematical Methods in Image Reconstruction


Mathematical Methods in Image Reconstruction

Author: Frank Natterer

language: en

Publisher: SIAM

Release Date: 2001-01-01


DOWNLOAD





This book describes the state of the art of the mathematical theory and numerical analysis of imaging. Some of the applications covered in the book include computerized tomography, magnetic resonance imaging, emission tomography, electron microscopy, ultrasound transmission tomography, industrial tomography, seismic tomography, impedance tomography, and NIR imaging.