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Computational Intelligence Methods for Super-Resolution in Image Processing Applications

Autor
Herausgegeben von Anand Deshpande, Herausgegeben von Vania V. Estrela, Herausgegeben von Navid Razmjooy

Computational Intelligence Methods for Super-Resolution in Image Processing Applications

Beschreibung

This book explores the application of deep learning techniques within a particularly difficult computational type of computer vision (CV) problem ─ super-resolution (SR). The authors present and discuss ways to apply computational intelligence (CI) methods to SR. The volume also explores the possibility of using different kinds of CV techniques to develop and enhance the tools/processes related to SR. The application areas covered include biomedical engineering, healthcare applications, medicine, histology, and material science. The book will be a valuable reference for anyone concerned with multiple multimodal images, especially professionals working in remote sensing, nanotechnology and immunology at research institutes, healthcare facilities, biotechnology institutions, agribusiness services, veterinary facilities, and universities.

Verlag
Springer International Publishing
ISBN/EAN
978-3-030-67921-7
Preis
181,89 EUR
Status
lieferbar