Handbook On Soft Computing For Video Surveillance

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Handbook on Soft Computing for Video Surveillance

Author : Sankar K. Pal
Publisher : CRC Press
ISBN 13 : 1439856842
Total Pages : 344 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Handbook on Soft Computing for Video Surveillance by : Sankar K. Pal

Download or read book Handbook on Soft Computing for Video Surveillance written by Sankar K. Pal and published by CRC Press. This book was released on 2012-01-25 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information on integrating soft computing techniques into video surveillance is widely scattered among conference papers, journal articles, and books. Bringing this research together in one source, Handbook on Soft Computing for Video Surveillance illustrates the application of soft computing techniques to different tasks in video surveillance. Worldwide experts in the field present novel solutions to video surveillance problems and discuss future trends. After an introduction to video surveillance systems and soft computing tools, the book gives examples of neural network-based approaches for solving video surveillance tasks and describes summarization techniques for content identification. Covering a broad spectrum of video surveillance topics, the remaining chapters explain how soft computing techniques are used to detect moving objects, track objects, and classify and recognize target objects. The book also explores advanced surveillance systems under development. Incorporating both existing and new ideas, this handbook unifies the basic concepts, theories, algorithms, and applications of soft computing. It demonstrates why and how soft computing methodologies can be used in various video surveillance problems.

Intelligent Network Video

Author : Fredrik Nilsson
Publisher : CRC Press
ISBN 13 : 1315399881
Total Pages : 590 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Intelligent Network Video by : Fredrik Nilsson

Download or read book Intelligent Network Video written by Fredrik Nilsson and published by CRC Press. This book was released on 2016-12-01 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continuing in the tradition of the bestselling first edition, this book examines networked surveillance video solutions. It provides the latest details on industry hardware, software, and networking capabilities of the latest cameras and DVRs. It addresses in full detail updated specifications on MPEG-4 and other digital video formats, resolution advantages of analog v. digital, intelligent video capabilities, frame rate control, and indoor/outdoor installations factors. New chapters include cloud computing, standards, and thermal cameras.

Applied Video Processing in Surveillance and Monitoring Systems

Author : Dey, Nilanjan
Publisher : IGI Global
ISBN 13 : 1522510230
Total Pages : 321 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Applied Video Processing in Surveillance and Monitoring Systems by : Dey, Nilanjan

Download or read book Applied Video Processing in Surveillance and Monitoring Systems written by Dey, Nilanjan and published by IGI Global. This book was released on 2016-10-11 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Video monitoring has become a vital aspect within the global society as it helps prevent crime, promote safety, and track daily activities such as traffic. As technology in the area continues to improve, it is necessary to evaluate how video is being processed to improve the quality of images. Applied Video Processing in Surveillance and Monitoring Systems investigates emergent techniques in video and image processing by evaluating such topics as segmentation, noise elimination, encryption, and classification. Featuring real-time applications, empirical research, and vital frameworks within the field, this publication is a critical reference source for researchers, professionals, engineers, academicians, advanced-level students, and technology developers.

Background Modeling and Foreground Detection for Video Surveillance

Author : Thierry Bouwmans
Publisher : CRC Press
ISBN 13 : 1482205378
Total Pages : 634 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Background Modeling and Foreground Detection for Video Surveillance by : Thierry Bouwmans

Download or read book Background Modeling and Foreground Detection for Video Surveillance written by Thierry Bouwmans and published by CRC Press. This book was released on 2014-07-25 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: Background modeling and foreground detection are important steps in video processing used to detect robustly moving objects in challenging environments. This requires effective methods for dealing with dynamic backgrounds and illumination changes as well as algorithms that must meet real-time and low memory requirements. Incorporating both established and new ideas, Background Modeling and Foreground Detection for Video Surveillance provides a complete overview of the concepts, algorithms, and applications related to background modeling and foreground detection. Leaders in the field address a wide range of challenges, including camera jitter and background subtraction. The book presents the top methods and algorithms for detecting moving objects in video surveillance. It covers statistical models, clustering models, neural networks, and fuzzy models. It also addresses sensors, hardware, and implementation issues and discusses the resources and datasets required for evaluating and comparing background subtraction algorithms. The datasets and codes used in the text, along with links to software demonstrations, are available on the book’s website. A one-stop resource on up-to-date models, algorithms, implementations, and benchmarking techniques, this book helps researchers and industry developers understand how to apply background models and foreground detection methods to video surveillance and related areas, such as optical motion capture, multimedia applications, teleconferencing, video editing, and human–computer interfaces. It can also be used in graduate courses on computer vision, image processing, real-time architecture, machine learning, or data mining.

Applied Soft Computing and Communication Networks

Author : Sabu M. Thampi
Publisher : Springer Nature
ISBN 13 : 9813361735
Total Pages : 340 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Applied Soft Computing and Communication Networks by : Sabu M. Thampi

Download or read book Applied Soft Computing and Communication Networks written by Sabu M. Thampi and published by Springer Nature. This book was released on 2021-07-01 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes thoroughly refereed post-conference proceedings of the International Applied Soft Computing and Communication Networks (ACN 2020) held in VIT, Chennai, India, during October 14–17, 2020. The research papers presented were carefully reviewed and selected from several initial submissions. The book is directed to the researchers and scientists engaged in various fields of intelligent systems.

Handbook of Research on Soft Computing and Nature-inspired Algorithms

Author : Shishir K. Shandilya
Publisher : Information Science Reference
ISBN 13 : 9781522521280
Total Pages : 656 pages
Book Rating : 4.5/5 (212 download)

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Book Synopsis Handbook of Research on Soft Computing and Nature-inspired Algorithms by : Shishir K. Shandilya

Download or read book Handbook of Research on Soft Computing and Nature-inspired Algorithms written by Shishir K. Shandilya and published by Information Science Reference. This book was released on 2017-03-03 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt:

From Visual Surveillance to Internet of Things

Author : Lavanya Sharma
Publisher : CRC Press
ISBN 13 : 1000708101
Total Pages : 277 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis From Visual Surveillance to Internet of Things by : Lavanya Sharma

Download or read book From Visual Surveillance to Internet of Things written by Lavanya Sharma and published by CRC Press. This book was released on 2019-10-16 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: From Visual Surveillance to Internet of Things: Technology and Applications is an invaluable resource for students, academicians and researchers to explore the utilization of Internet of Things with visual surveillance and its underlying technologies in different application areas. Using a series of present and future applications – business insights, indoor-outdoor securities, smart grids, human detection and tracking, intelligent traffic monitoring, e-health department and many more – this book will support readers to obtain a deeper knowledge in implementing IoT with visual surveillance. The book offers comprehensive coverage of the most essential topics, including: The rise of machines and communications to IoT (3G, 5G) Tools and technologies of IoT with visual surveillance IoT with visual surveillance for real-time applications IoT architectures Challenging issues and novel solutions for realistic applications Mining and tracking of motion-based object data Image processing and analysis into the unified framework to understand both IOT and computer vision applications This book will be an ideal resource for IT professionals, researchers, under- or post-graduate students, practitioners, and technology developers who are interested in gaining a deeper knowledge in implementing IoT with visual surveillance, critical applications domains, technologies, and solutions to handle relevant challenges. Dr. Lavanya Sharma is an Assistant Professor in the Amity Institute of Information Technology at Amity University UP, Noida, India. She is a recipient of several prestigious awards during her academic career. She is an active nationally-recognized researcher who has published numerous papers in her field. She has contributed as an Organizing Committee member and session chair at Springer and IEEE conferences. Prof. Pradeep K. Garg worked as a Vice Chancellor, Uttarakhand Technical University, Dehradun. Presently he is working in the department of Civil Engineering, IIT Roorkee as a professor. Prof. Garg has published more than 300 technical papers in national and international conferences and journals. He has completed 26 research projects funded by various government agencies, guided 27 PhD candidates, and provided technical services to 84 consultancy projects on various aspects of Civil Engineering.

Granular Video Computing: With Rough Sets, Deep Learning And In Iot

Author : Debarati Bhunia Chakraborty
Publisher : World Scientific
ISBN 13 : 9811227136
Total Pages : 256 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Granular Video Computing: With Rough Sets, Deep Learning And In Iot by : Debarati Bhunia Chakraborty

Download or read book Granular Video Computing: With Rough Sets, Deep Learning And In Iot written by Debarati Bhunia Chakraborty and published by World Scientific. This book was released on 2021-02-04 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume links the concept of granular computing using deep learning and the Internet of Things to object tracking for video analysis. It describes how uncertainties, involved in the task of video processing, could be handled in rough set theoretic granular computing frameworks. Issues such as object tracking from videos in constrained situations, occlusion/overlapping handling, measuring of the reliability of tracking methods, object recognition and linguistic interpretation in video scenes, and event prediction from videos, are the addressed in this volume. The book also looks at ways to reduce data dependency in the context of unsupervised (without manual interaction/ labeled data/ prior information) training.This book may be used both as a textbook and reference book for graduate students and researchers in computer science, electrical engineering, system science, data science, and information technology, and is recommended for both students and practitioners working in computer vision, machine learning, video analytics, image analytics, artificial intelligence, system design, rough set theory, granular computing, and soft computing.

Advances in Computational Intelligence Systems

Author : Plamen Angelov
Publisher : Springer
ISBN 13 : 3319465627
Total Pages : 493 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Advances in Computational Intelligence Systems by : Plamen Angelov

Download or read book Advances in Computational Intelligence Systems written by Plamen Angelov and published by Springer. This book was released on 2016-09-06 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is a timely report on advanced methods and applications of computational intelligence systems. It covers a long list of interconnected research areas, such as fuzzy systems, neural networks, evolutionary computation, evolving systems and machine learning. The individual chapters are based on peer-reviewed contributions presented at the 16th Annual UK Workshop on Computational Intelligence, held on September 7-9, 2016, in Lancaster, UK. The book puts a special emphasis on novels methods and reports on their use in a wide range of applications areas, thus providing both academics and professionals with a comprehensive and timely overview of new trends in computational intelligence.

A New Algorithm for Improving Basic Model Based Foreground Detection Using Neutrosophic Similarity Score

Author : Keli Hu
Publisher : Infinite Study
ISBN 13 :
Total Pages : 10 pages
Book Rating : 4./5 ( download)

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Book Synopsis A New Algorithm for Improving Basic Model Based Foreground Detection Using Neutrosophic Similarity Score by : Keli Hu

Download or read book A New Algorithm for Improving Basic Model Based Foreground Detection Using Neutrosophic Similarity Score written by Keli Hu and published by Infinite Study. This book was released on with total page 10 pages. Available in PDF, EPUB and Kindle. Book excerpt: Foreground detection is a task for detecting the moving objects in the scene like in video surveillance. Several basic background models are often used due to their high efficiency. However, their results are not good when there exists noisy information generated by the bad weather, camera jitter, etc. Neutrosophic set (NS) is as a new branch of philosophy dealing with the origin, nature and scope of neutralities. It has an inherent ability to handle the indeterminant information like the noise included in images and video sequences.

Automated Multi-Camera Surveillance

Author : Omar Javed
Publisher : Springer Science & Business Media
ISBN 13 : 0387788816
Total Pages : 107 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Automated Multi-Camera Surveillance by : Omar Javed

Download or read book Automated Multi-Camera Surveillance written by Omar Javed and published by Springer Science & Business Media. This book was released on 2008-12-16 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: The recent development of intelligent surveillance systems has captured the interest of both academic research labs and industry. Automated Multi-Camera Surveillance addresses monitoring of people and vehicles, and detection of threatening objects and events in a variety of scenarios. In this book, techniques for development of an automated multi-camera surveillance system are discussed and proposed. The state-of-the-art in the automated surveillance systems is reviewed as well. Detailed explanation of sub-components of surveillance systems are provided, and enhancements to each of these components are proposed. The authors identify important challenges that such a system must address, and propose solutions. Development of a specific surveillance system called “KNIGHT” is described, along with the authors’ experience using it. This book enables the reader to understand the mathematical models and algorithms underlying automated surveillance as well as the benefits and limitations of using such methods.

Fuzzy Logic and Applications

Author : Francesco Masulli
Publisher : Springer
ISBN 13 : 3319032003
Total Pages : 258 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Fuzzy Logic and Applications by : Francesco Masulli

Download or read book Fuzzy Logic and Applications written by Francesco Masulli and published by Springer. This book was released on 2013-11-08 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 10th International Workshop on Fuzzy Logic and Applications, WILF 2013, held in Genoa, Italy, in November 2013. After a rigorous peer-review selection process, ultimately 19 regular papers were selected for inclusion in this volume from 29 submissions. In addition the book contains 3 keynote talks and 2 tutorials. The papers are organized in topical sections named: fuzzy machine learning and interpretability; theory and applications.

Computer Vision

Author : Jinfeng Yang
Publisher : Springer
ISBN 13 : 9811073058
Total Pages : 740 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Computer Vision by : Jinfeng Yang

Download or read book Computer Vision written by Jinfeng Yang and published by Springer. This book was released on 2017-12-07 with total page 740 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three volume set, CCIS 771, 772, 773, constitutes the refereed proceedings of the CCF Chinese Conference on Computer Vision, CCCV 2017, held in Tianjin, China, in October 2017. The total of 174 revised full papers presented in three volumes were carefully reviewed and selected from 465 submissions. The papers are organized in the following topical sections: biological vision inspired visual method; biomedical image analysis; computer vision applications; deep neural network; face and posture analysis; image and video retrieval; image color and texture; image composition; image quality assessment and analysis; image restoration; image segmentation and classification; image-based modeling; object detection and classification; object identification; photography and video; robot vision; shape representation and matching; statistical methods and learning; video analysis and event recognition; visual salient detection.

Communication System Security

Author : Lidong Chen
Publisher : CRC Press
ISBN 13 : 1439840369
Total Pages : 752 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Communication System Security by : Lidong Chen

Download or read book Communication System Security written by Lidong Chen and published by CRC Press. This book was released on 2012-05-29 with total page 752 pages. Available in PDF, EPUB and Kindle. Book excerpt: Helping current and future system designers take a more productive approach in the field, Communication System Security shows how to apply security principles to state-of-the-art communication systems. The authors use previous design failures and security flaws to explain common pitfalls in security design. Divided into four parts, the book begins with the necessary background on practical cryptography primitives. This part describes pseudorandom sequence generators, stream and block ciphers, hash functions, and public-key cryptographic algorithms. The second part covers security infrastructure support and the main subroutine designs for establishing protected communications. The authors illustrate design principles through network security protocols, including transport layer security (TLS), Internet security protocols (IPsec), the secure shell (SSH), and cellular solutions. Taking an evolutionary approach to security in today’s telecommunication networks, the third part discusses general access authentication protocols, the protocols used for UMTS/LTE, the protocols specified in IETF, and the wireless-specific protection mechanisms for the air link of UMTS/LTE and IEEE 802.11. It also covers key establishment and authentication in broadcast and multicast scenarios. Moving on to system security, the last part introduces the principles and practice of a trusted platform for communication devices. The authors detail physical-layer security as well as spread-spectrum techniques for anti-jamming attacks. With much of the material used by the authors in their courses and drawn from their industry experiences, this book is appropriate for a wide audience, from engineering, computer science, and mathematics students to engineers, designers, and computer scientists. Illustrating security principles with existing protocols, the text helps readers understand the principles and practice of security analysis.

Multimedia and Signal Processing

Author : Fu Lee Wang
Publisher : Springer
ISBN 13 : 3642352863
Total Pages : 649 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Multimedia and Signal Processing by : Fu Lee Wang

Download or read book Multimedia and Signal Processing written by Fu Lee Wang and published by Springer. This book was released on 2012-12-02 with total page 649 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the Second International Conference on Multimedia and Signal Processing, CMSP 2012, held in Shanghai, China, in December 2012. The 79 full papers included in the volume were selected from 328 submissions from 10 different countries and regions. The papers are organized in topical sections on computer and machine vision, feature extraction, image enhancement and noise filtering, image retrieval, image segmentation, imaging techniques & 3D imaging, pattern recognition, multimedia systems, architecture, and applications, visualization, signal modeling, identification & prediction, speech & language processing, time-frequency signal analysis.

Video-Based Surveillance Systems

Author : Graeme A. Jones
Publisher : Springer Science & Business Media
ISBN 13 : 1461509130
Total Pages : 277 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Video-Based Surveillance Systems by : Graeme A. Jones

Download or read book Video-Based Surveillance Systems written by Graeme A. Jones and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: Monitoring of public and private sites has increasingly become a very sensitive issue resulting in a patchwork of privacy laws varying from country to country -though all aimed at protecting the privacy of the citizen. It is important to remember, however, that monitoring and vi sual surveillance capabilities can also be employed to aid the citizen. The focus of current development is primarily aimed at public and cor porate safety applications including the monitoring of railway stations, airports, and inaccessible or dangerous environments. Future research effort, however, has already targeted citizen-oriented applications such as monitoring assistants for the aged and infirm, route-planning and congestion-avoidance tools, and a range of environment al monitoring applications. The latest generation of surveillance systems has eagerly adopted re cent technological developments to produce a fully digital pipeline of digital image acquisition, digital data transmission and digital record ing. The resultant surveillance products are highly-fiexihle, capahle of generating forensic-quality imagery, and ahle to exploit existing Internet and wide area network services to provide remote monitoring capability.

Hybrid Soft Computing for Image Segmentation

Author : Siddhartha Bhattacharyya
Publisher : Springer
ISBN 13 : 3319472232
Total Pages : 327 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Hybrid Soft Computing for Image Segmentation by : Siddhartha Bhattacharyya

Download or read book Hybrid Soft Computing for Image Segmentation written by Siddhartha Bhattacharyya and published by Springer. This book was released on 2016-11-12 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book proposes soft computing techniques for segmenting real-life images in applications such as image processing, image mining, video surveillance, and intelligent transportation systems. The book suggests hybrids deriving from three main approaches: fuzzy systems, primarily used for handling real-life problems that involve uncertainty; artificial neural networks, usually applied for machine cognition, learning, and recognition; and evolutionary computation, mainly used for search, exploration, efficient exploitation of contextual information, and optimization. The contributed chapters discuss both the strengths and the weaknesses of the approaches, and the book will be valuable for researchers and graduate students in the domains of image processing and computational intelligence.