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Detection And Classification Of Moving Objects For An Automated Surveillance System


Detection And Classification Of Moving Objects For An Automated Surveillance System
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Detection And Classification Of Moving Objects For An Automated Surveillance System


Detection And Classification Of Moving Objects For An Automated Surveillance System
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Author :
language : en
Publisher:
Release Date : 2006

Detection And Classification Of Moving Objects For An Automated Surveillance System written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Detectors categories.




Automated Multi Camera Surveillance


Automated Multi Camera Surveillance
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Author : Omar Javed
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-12-16

Automated Multi Camera Surveillance written by Omar Javed and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-12-16 with Computers categories.


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.



Computer Vision Eccv 2002


Computer Vision Eccv 2002
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Author : Anders Heyden
language : en
Publisher: Springer
Release Date : 2002-05-17

Computer Vision Eccv 2002 written by Anders Heyden and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-05-17 with Computers categories.


Premiering in 1990 in Antibes, France, the European Conference on Computer Vision, ECCV, has been held biennially at venues all around Europe. These conferences have been very successful, making ECCV a major event to the computer vision community. ECCV 2002 was the seventh in the series. The privilege of organizing it was shared by three universities: The IT University of Copenhagen, the University of Copenhagen, and Lund University, with the conference venue in Copenhagen. These universities lie ̈ geographically close in the vivid Oresund region, which lies partly in Denmark and partly in Sweden, with the newly built bridge (opened summer 2000) crossing the sound that formerly divided the countries. We are very happy to report that this year’s conference attracted more papers than ever before, with around 600 submissions. Still, together with the conference board, we decided to keep the tradition of holding ECCV as a single track conference. Each paper was anonymously refereed by three different reviewers. For the nal selection, for the rst time for ECCV, a system with area chairs was used. These met with the program chairsinLundfortwodaysinFebruary2002toselectwhatbecame45oralpresentations and 181 posters.Also at this meeting the selection was made without knowledge of the authors’identity.



Video Based Surveillance Systems


Video Based Surveillance Systems
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Author : Graeme A. Jones
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Video Based Surveillance Systems written by Graeme A. Jones and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.


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.



Computer Vision Based Surveillance Of Vehicles And Pedestrians In A Shared Use Vehicle System Environment


Computer Vision Based Surveillance Of Vehicles And Pedestrians In A Shared Use Vehicle System Environment
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Author : Zhiyu He
language : en
Publisher:
Release Date : 2002

Computer Vision Based Surveillance Of Vehicles And Pedestrians In A Shared Use Vehicle System Environment written by Zhiyu He and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Computer vision categories.




Moving Objects Detection Using Machine Learning


Moving Objects Detection Using Machine Learning
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Author : Navneet Ghedia
language : en
Publisher: Springer Nature
Release Date : 2022-01-01

Moving Objects Detection Using Machine Learning written by Navneet Ghedia and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-01 with Technology & Engineering categories.


This book shows how machine learning can detect moving objects in a digital video stream. The authors present different background subtraction approaches, foreground segmentation, and object tracking approaches to accomplish this. They also propose an algorithm that considers a multimodal background subtraction approach that can handle a dynamic background and different constraints. The authors show how the proposed algorithm is able to detect and track 2D & 3D objects in monocular sequences for both indoor and outdoor surveillance environments and at the same time, also able to work satisfactorily in a dynamic background and with challenging constraints. In addition, the shows how the proposed algorithm makes use of parameter optimization and adaptive threshold techniques as intrinsic improvements of the Gaussian Mixture Model. The presented system in the book is also able to handle partial occlusion during object detection and tracking. All the presented work and evaluations were carried out in offline processing with the computation done by a single laptop computer with MATLAB serving as software environment.



Video Surveillance Techniques And Technologies


Video Surveillance Techniques And Technologies
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Author : Zeljkovic, Vesna
language : en
Publisher: IGI Global
Release Date : 2013-12-31

Video Surveillance Techniques And Technologies written by Zeljkovic, Vesna and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-31 with Computers categories.


"This book presents empirical research and acquired experience on the original solutions and mathematical algorithms for motion detection and object identification problems, emphasizing a wide variety of applications of security systems"--Provided by publisher.



Wide Area Surveillance


Wide Area Surveillance
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Author : Vijayan K. Asari
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-11-19

Wide Area Surveillance written by Vijayan K. Asari and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-19 with Technology & Engineering categories.


The book describes a system for visual surveillance using intelligent cameras. The camera uses robust techniques for detecting and tracking moving objects. The real time capture of the objects is then stored in the database. The tracking data stored in the database is analysed to study the camera view, detect and track objects, and study object behavior. These set of models provide a robust framework for coordinating the tracking of objects between overlapping and non-overlapping cameras, and recording the activity of objects detected by the system.



Intelligent Video Surveillance Systems


Intelligent Video Surveillance Systems
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Author : Maheshkumar H Kolekar
language : en
Publisher: CRC Press
Release Date : 2018-06-27

Intelligent Video Surveillance Systems written by Maheshkumar H Kolekar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-27 with Computers categories.


This book will provide an overview of techniques for visual monitoring including video surveillance and human activity understanding. It will present the basic techniques of processing video from static cameras, starting with object detection and tracking. The author will introduce further video analytic modules including face detection, trajectory analysis and object classification. Examining system design and specific problems in visual surveillance, such as the use of multiple cameras and moving cameras, the author will elaborate on privacy issues focusing on approaches where automatic processing can help protect privacy.



Applied Video Processing In Surveillance And Monitoring Systems


Applied Video Processing In Surveillance And Monitoring Systems
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Author : Dey, Nilanjan
language : en
Publisher: IGI Global
Release Date : 2016-10-11

Applied Video Processing In Surveillance And Monitoring Systems written by Dey, Nilanjan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-11 with Computers categories.


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.