This book provides an overview of the applications of partial differential equations (PDEs) to image processing, analysis, and computer vision domains, focusing mainly on the most important contributions of the author in these closely related fields. It addresses almost all the PDE-based image processing and analysis areas, and the connections between partial differential equations, computer vision, and artificial intelligence: PDE-based image filtering, inpainting, compression, segmentation, content-based recognition, indexing and retrieval, and video object detection and tracking, energy-based (variational) and nonlinear diffusion-based models of second and fourth order, nonlinear PDE-based scale-spaces in combination to convolutional neural networks and high-level descriptors to perform edge and feature extraction.
| ISBN: | 9783031895753 |
| Publication date: | 11th May 2025 |
| Author: | Tudor Barbu |
| Publisher: | Springer an imprint of Springer Nature Switzerland |
| Format: | Hardback |
| Pagination: | 157 pages |
| Series: | Studies in Computational Intelligence |
| Genres: |
Electronics engineering Differential calculus and equations Artificial intelligence Digital signal processing (DSP) |
This book provides an overview of the applications of partial differential equations (PDEs) to image processing, analysis, and computer vision domains, focusing mainly on the most important contributions of the author in these closely related fields. It addresses almost all the PDE-based image processing and analysis areas, and the connections between partial differential equations, computer vision, and artificial intelligence: PDE-based image filtering, inpainting, compression, segmentation, content-based recognition, indexing and retrieval, and video object detection and tracking, energy-based (variational) and nonlinear diffusion-based models of second and fourth order, nonlinear PDE-based scale-spaces in combination to convolutional neural networks and high-level descriptors to perform edge and feature extraction.
Digital Image Processing, Analysis and Computer Vision Using Nonlinear Partial Differential Equations features in the following genres: Electronics engineering, Differential calculus and equations, Artificial intelligence, Digital signal processing (DSP)
Digital Image Processing, Analysis and Computer Vision Using Nonlinear Partial Differential Equations is available in Hardback
Digital Image Processing, Analysis and Computer Vision Using Nonlinear Partial Differential Equations was written by Tudor Barbu and published by Springer an imprint of Springer Nature Switzerland
Digital Image Processing, Analysis and Computer Vision Using Nonlinear Partial Differential Equations has 157 pages
Yes it is part of Studies in Computational Intelligence series
£161.99