Computational Intelligence in Image and Video Processing

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advanced video captioning research
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Artificial intelligence
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B01=Gajanan K Birajdar
B01=Mukesh D Patil
B01=Sangita S Chaudhari
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computer vision applications
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Convolutional Layer
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Deep learning
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Discrete Wavelet Transform
Edge Detection
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Evolutionary algorithms
evolutionary computation techniques
fuzzy logic detection
Grey Wolf Optimization
HEVC
Image/video forensics
Imagevideo forensics
JPEG Compression Attack
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LBP
Machine learning
medical image analysis
Motion tracking
Multi-objective Optimization
Nature inspired optimization algorithms
Object detection
optical character recognition
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Pattern recognition
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RGB
RGB Color Image
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Semantic Segmentation
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steganography methods
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Video Watermarking
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Product details

  • ISBN 9781032420769
  • Weight: 660g
  • Dimensions: 178 x 254mm
  • Publication Date: 19 Dec 2024
  • Publisher: Taylor & Francis Ltd
  • Publication City/Country: GB
  • Product Form: Paperback
  • Language: English
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Computational Intelligence in Image and Video Processing presents introduction, state-of-the-art and adaptations of computational intelligence techniques and their usefulness in image and video enhancement, classification, retrieval, forensics and captioning. It covers an amalgamation of such techniques in diverse applications of image and video processing.

Features:

  • A systematic overview of state-of-the-art technology in computational intelligence techniques for image and video processing
  • Advanced evolutionary and nature-inspired approaches to solve optimization problems in the image and video processing domain
  • Outcomes of recent research and some pointers to future advancements in image and video processing and intelligent solutions using computational intelligence techniques
  • Code snippets of the computational intelligence algorithm/techniques used in image and video processing

This book is primarily aimed at advanced undergraduates, graduates and researchers in computer science and information technology. Engineers and industry professionals will also find this book useful.

Dr. Mukesh D Patil is the Principal of Ramrao Adik Institute of Technology, Navi Mumbai, India. He obtained his Master of Technology and a PhD from Systems and Control engineering, Indian Institute of Technology Bombay, Mumbai, India, in 2002 and 2013. His current research areas include robust control, fractional order control and signal processing. He has published over 45-refereed papers and several patents, most in the areas of fractional-order control and signal processing. He is a senior member of IEEE, Fellow of IETE and life member of ISTE. He has served on the program committees of various conferences/workshops and member of several prestigious professional bodies.

Dr. Gajanan K Birajdar obtained his M. Tech. (Electronics and Telecommunication Engineering) from Dr. Babasaheb Ambedkar Technological University, Maharashtra, India, in 2004 and Ph. D. in blind image forensics from Nagpur University, India, in 2018. He is working in the Department of Electronics Engineering, Ramrao Adik Institute of Technology Nerul, Navi Mumbai, University of Mumbai. He is a member of various professional bodies like ISTE, IETE, and IE(I). His current research interests are multimedia security and forensics.

Dr. Sangita S Chaudhari obtained her Master of Engineering (Computer Engineering) from Mumbai University, Maharashtra, India, in 2008 and Ph. D. in GIS and Remote Sensing from Indian Institute of Technology Bombay, Mumbai, India in 2016. Currently, she is working as professor in Department of Computer Engineering, Ramrao Adik Institute of Technology Nerul, Navi Mumbai. She has published several papers in the International/National Journals/Conferences and book chapters. She is an IEEE senior member and active member of IEEE GRSS and IEEE Women in Engineering. Her research interests include Image processing, Information security, Geographical Information Systems, and Remote sensing.