Artificial Intelligence Application for Image Super Resolution - Debmitra Ghosh
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Toimitus 15-21 arkipäivässä
30 päivän palautusoikeus
Here is a summary of the key points:1. High-resolution image generation: The book focuses on the challenge of obtaining high-resolution images from single or multiple low-resolution images. This is a significant problem in image processing, and the book explores various techniques and approaches to address it.2. Integration of image interpolation and super-resolution: Unlike other resources that treat image ... Täydellinen kuvaus
Kuvaus
Here is a summary of the key points:1. High-resolution image generation: The book focuses on the challenge of obtaining high-resolution images from single or multiple low-resolution images. This is a significant problem in image processing, and the book explores various techniques and approaches to address it.2. Integration of image interpolation and super-resolution: Unlike other resources that treat image interpolation and super-resolution as separate topics, this book presents interpolation as a fundamental component within the super-resolution reconstruction process. By establishing a connection between the two, it offers a more comprehensive understanding of the overall image enhancement process.3. Comparison of different approaches: The book compares and contrasts the two major trends in image interpolation¿polynomial-based methods and inverse problem-based approaches. By presenting this comparison, readers gain insights into the strengths, weaknesses, and suitability of each approach for different scenarios.4. Image registration and fusion: Two dedicated chapters in the book cover the complementary steps of image registration and image fusion.
Lisätietoja
| Kirjoittaja | Debmitra Ghosh |
|---|---|
| Julkaisija | LAP LAMBERT Academic Publishing |
| Julkaisuvuosi | 2023 |
| Kannen tyyppi | Pehmeäkantinen |
| EAN | 9786206787808 |