Mathematical Image Processing - Dirk Lorenz,Kristian Bredies
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This book addresses the mathematical aspects of modern image processing methods, with a special emphasis on the underlying ideas and concepts. It discusses a range of modern mathematical methods used to accomplish basic imaging tasks such as denoising, deblurring, enhancing, edge detection and inpainting. In addition to elementary methods like point operations, linear and morphological methods, and methods ... Full description
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Description
This book addresses the mathematical aspects of modern image processing methods, with a special emphasis on the underlying ideas and concepts. It discusses a range of modern mathematical methods used to accomplish basic imaging tasks such as denoising, deblurring, enhancing, edge detection and inpainting. In addition to elementary methods like point operations, linear and morphological methods, and methods based on multiscale representations, the book also covers more recent methods based on partial differential equations and variational methods.
More Information
| Author | Dirk Lorenz, Kristian Bredies |
|---|---|
| Publisher | Springer Nature Switzerland |
| Series | Applied and Numerical Harmonic Analysis |
| Release year | 2019 |
| Cover type | Hardcover |
| EAN | 9783030014575 |