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Mathematical Methods in Image Processing and Inverse Problems: IPIP 2018, Beijing, China, April 21–24 de Xue-Cheng Tai

Mathematical Methods in Image Processing and Inverse Problems: IPIP 2018, Beijing, China, April 21–24: Springer Proceedings in Mathematics & Statistics, cartea 360

Editat de Xue-Cheng Tai, Suhua Wei, Haiguang Liu
en Limba Engleză Hardback – 27 sep 2021
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.
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Specificații

ISBN-13: 9789811627002
ISBN-10: 9811627002
Pagini: 223
Ilustrații: X, 223 p. 72 illus., 63 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.51 kg
Ediția:1st ed. 2021
Editura: Springer Nature Singapore
Colecția Springer
Seria Springer Proceedings in Mathematics & Statistics

Locul publicării:Singapore, Singapore

Cuprins

C. Wang, R. Chan, R. Plemmons, Sudhakar Prasad,Point Spread Function Engineering for 3D Imaging of Space Debris using a Continuous Exact $\ell_0$ Penalty (CEL0) Based Algorithm\.- S. Wei, S. Leung, An Adjoint State Method for a Schr\"odinger Inverse Problem.- Ke Chen, On A New Diffeomorphic Multi-modality Image Registration Model and Its Convergent Gauss-Newton Solver.- Y. He, M. Huska, S. Ha Kang, H. Liu, Fast Algorithms for Surface Reconstruction from Point Cloud.- H. Pan, Y. Wen, A Total Variation Regularization Method for Inverse Source Problem with Uniform Noise.- S. Morigi, A. Lanza, F. Sgallari, Automatic Parameter Selection Based on Residual Whiteness for Convex non-convex Variational Restoration.- Michael Ng, M. Qiao, Total Variation Gamma Correction Method for Tone Mapped HDR Images.- X. Yuan, On the Optimal Proximal Parameter of an ADMM-like Splitting Method for Separable Convex Programming.- X. Ding, H. Yang, R. Chan, Hui Hu, Y. Peng, T. Zeng, A newinitialization method for neural networks with weight sharing.- S.-Nee Chow, Jun Lu, H. Zhou, The Shortest path amid 3-D polyhedral obstacles.- Y. Chen, J. Wan, Multigrid Methods for Image Registration Model based on Optimal Mass Transport.

Textul de pe ultima copertă

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.

Caracteristici

Includes 11 original research papers by invited speakers at IPIP2018 in honor of Professor Raymond Chan Deals with efficient algorithms and advanced mathematical modeling in imaging processing, data science and inverse problems Provides a good reference for researchers working on imaging science, inverse problems, optimization and PDE