Artificial Intelligence Application for Image Super Resolution: DE - Softcover

Ghosh, Debmitra

Softcover

ISBN 10: 620678780X ISBN 13: 9786206787808

Verlag: LAP LAMBERT Academic Publishing, 2023

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Debmitra Ghosh trabalha atualmente como Professora Assistente no Departamento de Informática da Universidade JIS. Foi engenheira de automatização de testes e analista de testes com mais de 8 anos de experiência na prática de BAT (Business Analysis and Testing).

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2023
• Sprache: Englisch
• ISBN 10: 620678780X
• ISBN 13: 9786206787808
• Einband: Taschenbuch
• Anzahl der Seiten: 228
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland