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Computational Intelligence Methods for Super-Resolution in Image Processing Applications

Computational Intelligence Methods for Super-Resolution in Image Processing Applications

Hardback (29 May 2021)

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Publisher's Synopsis

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.

Book information

ISBN: 9783030679200
Publisher: Springer International Publishing
Imprint: Springer
Pub date:
Language: English
Number of pages: 305
Weight: 647g
Height: 235mm
Width: 155mm
Spine width: 19mm