Computational Intelligence Methods for Super-Resolution in Image Processing Applications (Hardcover)

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.

Anand Deshpande

Dr. Anand Deshpande received Bachelor of Engineering in Electronics and Communication Engineering in 2001 from Gogte institute of Technology, Belagavi, Karnataka University Dharwad, Karnataka, India, and Master of Technology in Digital Communication and Networking in 2006 from Gogte institute of Technology, Visvesvaraya Technological University, Belagavi, Karnataka, India and Ph.D. from Visvesvaraya Technological University, Belagavi, Karntaka, India.  He is currently serving as the Principal and Director of Suresh Angadi Education Foundation’s Angadi Institute of Technology and Management, Belagavi, Karntaka, India. Research work has been published in several reputed international journals (SCIE and SCOPUS), International conferences and books along with patents filed. Reviewer for various reputed journals like IEEE Access, IET, Springer-International Journal of Fuzzy Systems, etc. Skilled in Artificial Intelligence, Image & Video Analytics, Data Analytics and Machine Vision.

Dr. Vania V. Estrela

B.Sc. degree from Federal University of Rio de Janeiro (UFRJ) in Electrical and Computer Engineering (ECE); M.Sc. in ECE from the Technological Institute of Aeronautics (ITA) and Northwestern University, USA; and Ph.D.  in ECE from the Illinois Institute of Technology (IIT), Chicago, IL, USA. Taught at: DeVry Univ.; DePaul Univ.; UENF; UEZO; and IPRJ/UERJ. Faculty at UFF, RJ, Brazil. Telecommunications Department. Areas of Interests: Signal/image/video processing, inverse problems, computational & mathematical modeling, stochastic models, multimedia, digital inclusion, health informatics, machine learning, ambient intelligence, cyber-physical systems, environmental issues, public health, humanitarian engineering, internet of things, electronic instrumentation, STEM education, environmental issues and remote sensing. Dr. Estrela has a great experience coordinating multidisciplinary R&D groups and organizing conferences. Reviewer for: IMAVIS (Elsevier); Pattern Recognition (Elsevier); COMPELECENG (Elsevier); Measurement (Elsevier); IET Image Processing; EURASIP Journal on Advances in Signal Processing (JASP) (Springer); IEEE Journal of Biomedical and Health Informatics (JBHI); Int’l J. of Electrical and Comp. Engineering (IJECE); Int’l Journal of Ambient Computing and Intelligence (IJACI); Journal of Microwaves, Optoelectronics and Electromagnetic Applications (JMOE); among other publications. Member of IEEE. Editor of IJACI, and EURASIP JASP. She has edited several books.

Dr. Navid Razmjooy

Dr. Navid Razmjooy holds a Ph.D. in Electrical Engineering (Control and Automation) from Tafresh University, Iran (2018). B.Sc. by Ardabil branch of IAU University, Iran (2007), M.Sc. from Isfahan branch of IAU University, Iran with honor in Mechatronics Engineering (2011), and a research opportunity in Amirkabir University of Technology (2017-2018). Hewas born in 1988. He is working in the following subjects: Renewable Energies, Control, Interval analysis, Optimization, Image Processing, Machine Vision, Soft Computing, Data Mining, Evolutionary Algorithms, and System Control. He is a senior member of IEEE/USA and YRC in IAU/Iran. He published more than120 papers and 5 books in English and Farsi in peer-reviewed journals and conferences and is now a reviewer in several national and international journals and conferences.