Mathematical Methods in Image Processing and Inverse Problems
Springer Verlag, Singapore
978-981-16-2703-3 (ISBN)
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.
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.
| Erscheinungsdatum | 29.09.2022 |
|---|---|
| Reihe/Serie | Springer Proceedings in Mathematics & Statistics ; 360 |
| Zusatzinfo | 63 Illustrations, color; 9 Illustrations, black and white; X, 223 p. 72 illus., 63 illus. in color. |
| Verlagsort | Singapore |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Mathematik / Informatik ► Mathematik ► Analysis | |
| Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
| Schlagworte | compressive sensing • Convolutional Linear Networks • Defocus • emission tomography • Gravimetry • Image Selective Segmentation Models • Lattice-based Patterned Fabric Inspection • Low-Rank Matrix Reconstruction • LpCM • Non-Convex Methods • Robust Tensor Completion • Traveltime Tomography • Variational Inpainting Models • Variational Shape Decomposition |
| ISBN-10 | 981-16-2703-7 / 9811627037 |
| ISBN-13 | 978-981-16-2703-3 / 9789811627033 |
| Zustand | Neuware |
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