Computational Intelligence In Image And Video Processing

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Computational Intelligence in Image and Video Processing

Mukesh D. Patil,Gajanan K Birajdar,Sangita S Chaudhari
Computational Intelligence in Image and Video Processing Book PDF

Author : Mukesh D. Patil,Gajanan K Birajdar,Sangita S Chaudhari
Publisher : Chapman & Hall/CRC Computational Intelligence and Its Applications
Page : 0 pages
File Size : 47,5 Mb
Release : 2023
Category : Computational intelligence
ISBN : 1032110317

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Computational Intelligence in Image and Video Processing by Mukesh D. Patil,Gajanan K Birajdar,Sangita S Chaudhari Pdf

Computational Intelligence in Image and Video Processing presents introduction and state-of-the-art 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.

Computational Intelligence in Image and Video Processing

Mukesh D Patil,Gajanan K Birajdar,Sangita S Chaudhari
Computational Intelligence in Image and Video Processing Book PDF

Author : Mukesh D Patil,Gajanan K Birajdar,Sangita S Chaudhari
Publisher : CRC Press
Page : 361 pages
File Size : 41,9 Mb
Release : 2023-02-15
Category : Computers
ISBN : 9781000832433

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Computational Intelligence in Image and Video Processing by Mukesh D Patil,Gajanan K Birajdar,Sangita S Chaudhari Pdf

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.

Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies

Sarfraz, Muhammad
Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies Book PDF

Author : Sarfraz, Muhammad
Publisher : IGI Global
Page : 391 pages
File Size : 40,9 Mb
Release : 2014-04-30
Category : Computers
ISBN : 9781466660311

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Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies by Sarfraz, Muhammad Pdf

The fields of computer vision and image processing are constantly evolving as new research and applications in these areas emerge. Staying abreast of the most up-to-date developments in this field is necessary in order to promote further research and apply these developments in real-world settings. Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies features timely and informative research on the design and development of computer vision and image processing applications in intelligent agents as well as in multimedia technologies. Covering a diverse set of research in these areas, this publication is ideally designed for use by academicians, technology professionals, students, and researchers interested in uncovering the latest innovations in the field.

Computational Intelligence Methods for Super-Resolution in Image Processing Applications

Anand Deshpande,Vania V. Estrela,Navid Razmjooy
Computational Intelligence Methods for Super Resolution in Image Processing Applications Book PDF

Author : Anand Deshpande,Vania V. Estrela,Navid Razmjooy
Publisher : Springer Nature
Page : 308 pages
File Size : 42,5 Mb
Release : 2021-05-28
Category : Technology & Engineering
ISBN : 9783030679217

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Computational Intelligence Methods for Super-Resolution in Image Processing Applications by Anand Deshpande,Vania V. Estrela,Navid Razmjooy Pdf

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.

Multimedia Analysis, Processing and Communications

Lin Weisi,Dacheng Tao,Janusz Kacprzyk,Zhu Li,Ebroul Izquierdo,Haohong Wang
Multimedia Analysis Processing and Communications Book PDF

Author : Lin Weisi,Dacheng Tao,Janusz Kacprzyk,Zhu Li,Ebroul Izquierdo,Haohong Wang
Publisher : Springer
Page : 764 pages
File Size : 53,5 Mb
Release : 2011-04-11
Category : Technology & Engineering
ISBN : 9783642195518

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Multimedia Analysis, Processing and Communications by Lin Weisi,Dacheng Tao,Janusz Kacprzyk,Zhu Li,Ebroul Izquierdo,Haohong Wang Pdf

This book has brought 24 groups of experts and active researchers around the world together in image processing and analysis, video processing and analysis, and communications related processing, to present their newest research results, exchange latest experiences and insights, and explore future directions in these important and rapidly evolving areas. It aims at increasing the synergy between academic and industry professionals working in the related field. It focuses on the state-of-the-art research in various essential areas related to emerging technologies, standards and applications on analysis, processing, computing, and communication of multimedia information. The target audience of this book is researchers and engineers as well as graduate students working in various disciplines linked to multimedia analysis, processing and communications, e.g., computer vision, pattern recognition, information technology, image processing, and artificial intelligence. The book is also meant to a broader audience including practicing professionals working in image/video applications such as image processing, video surveillance, multimedia indexing and retrieval, and so on. We hope that the researchers, engineers, students and other professionals who read this book would find it informative, useful and inspirational toward their own work in one way or another.

Computational Intelligence for Modelling, Control & Automation

Masoud Mohammadian
Computational Intelligence for Modelling Control Automation Book PDF

Author : Masoud Mohammadian
Publisher : IOS Press
Page : 354 pages
File Size : 43,5 Mb
Release : 1999
Category : Computers
ISBN : 9051994753

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Computational Intelligence for Modelling, Control & Automation by Masoud Mohammadian Pdf

This edited volume is dedicated to the theory and applications of Computational Intelligence techniques for Intelligent Image Processing, Data Analysis and Information Retrieval. It consists of 52 accepted research papers from the 1999 International Conference on Computational Intelligence for Modeling, Control and Automation - CIMCA'99. The goal of this conference was to provide a medium for the exchange of ideas between theoreticians and practitioners to address the important issues in computational intelligence for modelling, control and automation. The research papers presented in this book cover new techniques and applications in the of Image Processing, Computer Vision, Multimedia Systems, Filtering, Classification, Data Analysis, Prediction, Intelligent Database and Information Retrievals.

Emerging Technologies in Intelligent Applications for Image and Video Processing

V. Santhi,D. P. Acharjya,M. Ezhilarasan
Emerging Technologies in Intelligent Applications for Image and Video Processing Book PDF

Author : V. Santhi,D. P. Acharjya,M. Ezhilarasan
Publisher : Information Science Reference
Page : 0 pages
File Size : 48,8 Mb
Release : 2015-12-28
Category : Diagnostic imaging
ISBN : 1466696850

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Emerging Technologies in Intelligent Applications for Image and Video Processing by V. Santhi,D. P. Acharjya,M. Ezhilarasan Pdf

Presents current research relating to multimedia technologies including video and image restoration and enhancement as well as algorithms used for image and video compression, indexing and retrieval processes, and security concerns. It features insight from researchers from around the world.

Emerging Technologies in Intelligent Applications for Image and Video Processing

Santhi, V.
Emerging Technologies in Intelligent Applications for Image and Video Processing Book PDF

Author : Santhi, V.
Publisher : IGI Global
Page : 518 pages
File Size : 54,6 Mb
Release : 2016-01-07
Category : Computers
ISBN : 9781466696860

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Emerging Technologies in Intelligent Applications for Image and Video Processing by Santhi, V. Pdf

Image and Video Processing is an active area of research due to its potential applications for solving real-world problems. Integrating computational intelligence to analyze and interpret information from image and video technologies is an essential step to processing and applying multimedia data. Emerging Technologies in Intelligent Applications for Image and Video Processing presents the most current research relating to multimedia technologies including video and image restoration and enhancement as well as algorithms used for image and video compression, indexing and retrieval processes, and security concerns. Featuring insight from researchers from around the world, this publication is designed for use by engineers, IT specialists, researchers, and graduate level students.

Image and Video Processing and Recognition Based on Artificial Intelligence

Kang Ryoung Park,Sangyoun Lee,Euntai Kim
Image and Video Processing and Recognition Based on Artificial Intelligence Book PDF

Author : Kang Ryoung Park,Sangyoun Lee,Euntai Kim
Publisher : Unknown
Page : 431 pages
File Size : 41,9 Mb
Release : 2021
Category : Electronic
ISBN : 3036515917

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Image and Video Processing and Recognition Based on Artificial Intelligence by Kang Ryoung Park,Sangyoun Lee,Euntai Kim Pdf

This book includes 23 published papers on Special issues of "Image and Video Processing and Recognition Based on Artificial Intelligence" in the journal Sensors. The purpose of this Special Issue was to invite high-quality and state-of-the-art academic papers on challenging issues in the field of AI-based image and video processing and recognition.

Adaptive Image Processing

Ling Guan,Stuart William Perry,Hau San Wong
Adaptive Image Processing Book PDF

Author : Ling Guan,Stuart William Perry,Hau San Wong
Publisher : CRC Press
Page : 288 pages
File Size : 54,9 Mb
Release : 2001-12-21
Category : Technology & Engineering
ISBN : 0849302838

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Adaptive Image Processing by Ling Guan,Stuart William Perry,Hau San Wong Pdf

Adaptive image processing is one of the most important techniques in visual information processing, especially in early vision such as image restoration, filtering, enhancement, and segmentation. While existing books present some important aspects of the issue, there is not a single book that treats this problem from a viewpoint that is directly linked to human perception - until now. This reference treats adaptive image processing from a computational intelligence viewpoint, systematically and successfully, from theory to applications, using the synergies of neural networks, fuzzy logic, and evolutionary computation. Based on the fundamentals of human perception, this book gives a detailed account of computational intelligence methods and algorithms for adaptive image processing in regularization, edge detection, and early vision. Adaptive Image Processing: A Computational Intelligence Perspective consists of 8 chapters: Chapter 1 - Provides material of an introductory nature to describe the basic concepts and current state-of-the-art in the field of computational intelligence for image restoration and edge detection Chapter 2 - Gives a mathematical description of the restoration problem from the neural network perspective, and describes current algorithms based on this method Chapter 3 - Extends the algorithm presented in chapter 2 to implement adaptive constraint restoration methods for both spatially invariant and spatially variant degradations Chapter 4 - Utilizes a perceptually motivated image error measure to introduce novel restoration algorithms Chapter 5 - Examines how model-based neural networks can be used to solve image restoration problems Chapter 6 - Probes image restoration algorithms, making use of the principles of evolutionary computation Chapter 7 - Explores the difficult concept of image restoration when insufficient knowledge of the degrading function is available Chapter 8 - Studies the subject of edge detection and characterization using model-based neural networks The first to treat adaptive image processing from a computational intelligence perspective, this work provides an excellent reference in R&D practice to researchers and IT technologists, is most suitable for teaching image processing and applied neural network courses, and will be of equal value for technical managers and executives in industries where intelligent visual information processing is required.

Image and Video Processing and Recognition Based on Artificial Intelligence

Kang Ryoung Park,Sangyoun Lee,Euntai Kim
Image and Video Processing and Recognition Based on Artificial Intelligence Book PDF

Author : Kang Ryoung Park,Sangyoun Lee,Euntai Kim
Publisher : Mdpi AG
Page : 0 pages
File Size : 49,8 Mb
Release : 2023-05-24
Category : Technology & Engineering
ISBN : 3036576029

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Image and Video Processing and Recognition Based on Artificial Intelligence by Kang Ryoung Park,Sangyoun Lee,Euntai Kim Pdf

This book focuses on challenging issues in the field of AI-based image and video processing and recognition, including the topics of AI-based image processing, understanding, recognition, compression, and reconstruction; AI-based video processing, understanding, recognition, compression, and reconstruction; computer vision based on AI; AI-based biometrics; AI-based object detection and tracking; approaches that combine AI techniques and conventional methods for image and video processing and recognition; explainable AI (XAI) for image and video processing and recognition; generative adversarial network (GAN)-based image and video processing and recognition; and approaches that combine AI techniques and blockchain methods for image and video processing and recognition.

Computational Intelligence in Image Processing

Amitava Chatterjee,Patrick Siarry
Computational Intelligence in Image Processing Book PDF

Author : Amitava Chatterjee,Patrick Siarry
Publisher : Springer
Page : 0 pages
File Size : 54,9 Mb
Release : 2014-09-20
Category : Computers
ISBN : 364243164X

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Computational Intelligence in Image Processing by Amitava Chatterjee,Patrick Siarry Pdf

Computational intelligence based techniques have firmly established themselves as viable, alternate, mathematical tools for more than a decade. They have been extensively employed in many systems and application domains, among these signal processing, automatic control, industrial and consumer electronics, robotics, finance, manufacturing systems, electric power systems, and power electronics. Image processing is also an extremely potent area which has attracted the attention of many researchers who are interested in the development of new computational intelligence-based techniques and their suitable applications, in both research problems and in real-world problems. Part I of the book discusses several image preprocessing algorithms; Part II broadly covers image compression algorithms; Part III demonstrates how computational intelligence-based techniques can be effectively utilized for image analysis purposes; and Part IV shows how pattern recognition, classification and clustering-based techniques can be developed for the purpose of image inferencing. The book offers a unified view of the modern computational intelligence techniques required to solve real-world problems and it is suitable as a reference for engineers, researchers and graduate students.

Real-time Image and Video Processing

Nasser Kehtarnavaz,Mark Noel Gamadia
Real time Image and Video Processing Book PDF

Author : Nasser Kehtarnavaz,Mark Noel Gamadia
Publisher : Morgan & Claypool Publishers
Page : 109 pages
File Size : 46,8 Mb
Release : 2006
Category : Computers
ISBN : 9781598290523

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Real-time Image and Video Processing by Nasser Kehtarnavaz,Mark Noel Gamadia Pdf

Real-Time Image and Video Processing presents an overview of the guidelines and strategies for transitioning an image or video processing algorithm from a research environment into a real-time constrained environment. Such guidelines and strategies are scattered in the literature of various disciplines including image processing, computer engineering, and software engineering, and thus have not previously appeared in one place. By bringing these strategies into one place, the book is intended to serve the greater community of researchers, practicing engineers, industrial professionals, who are interested in taking an image or video processing algorithm from a research environment to an actual real-time implementation on a resource constrained hardware platform. These strategies consist of algorithm simplifications, hardware architectures, and software methods.Throughout the book, carefully selected, representative examples from the literature are presented to illustrate the discussed concepts. After reading the book, readers will have a strong understanding of the wide variety of techniques and tools involved in designing a real-time image or video processing system.

Intelligent Image and Video Analytics

El-Sayed M. El-Alfy,George Bebis,Mengchu Zhou
Intelligent Image and Video Analytics Book PDF

Author : El-Sayed M. El-Alfy,George Bebis,Mengchu Zhou
Publisher : CRC Press
Page : 361 pages
File Size : 42,6 Mb
Release : 2023-04-12
Category : Computers
ISBN : 9781000851908

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Intelligent Image and Video Analytics by El-Sayed M. El-Alfy,George Bebis,Mengchu Zhou Pdf

Provides up-to-date coverage of the state-of-the-art techniques in intelligent video analytics Explores important applications that require techniques from both artificial intelligence and computer vision Describes multimodality video analytics for different applications Examines issues related to multimodality data fusion and highlights research challenges Integrates various techniques from video processing, data mining and machine learning which has many emerging indoor and outdoor applications of smart cameras in smart environments, smart homes, and smart cities

Video Search and Mining

Dan Schonfeld,Caifeng Shan,Dacheng Tao,Liang Wang
Video Search and Mining Book PDF

Author : Dan Schonfeld,Caifeng Shan,Dacheng Tao,Liang Wang
Publisher : Springer Science & Business Media
Page : 391 pages
File Size : 50,7 Mb
Release : 2010-05-22
Category : Mathematics
ISBN : 9783642128998

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Video Search and Mining by Dan Schonfeld,Caifeng Shan,Dacheng Tao,Liang Wang Pdf

As cameras become more pervasive in our daily life, vast amounts of video data are generated. The popularity of YouTube and similar websites such as Tudou and Youku provides strong evidence for the increasing role of video in society. One of the main challenges confronting us in the era of information technology is to - fectively rely on the huge and rapidly growing video data accumulating in large multimedia archives. Innovative video processing and analysis techniques will play an increasingly important role in resolving the difficult task of video search and retrieval. A wide range of video-based applications have benefited from - vances in video search and mining including multimedia information mana- ment, human-computer interaction, security and surveillance, copyright prot- tion, and personal entertainment, to name a few. This book provides an overview of emerging new approaches to video search and mining based on promising methods being developed in the computer vision and image analysis community. Video search and mining is a rapidly evolving discipline whose aim is to capture interesting patterns in video data. It has become one of the core areas in the data mining research community. In comparison to other types of data mining (e. g. text), video mining is still in its infancy. Many challenging research problems are facing video mining researchers.