Intelligent Video Event Analysis And Understanding

Author : Jianguo Zhang
Publisher : Springer Science & Business Media
ISBN 13 : 3642175538
Total Pages : 254 pages
Book Rating : 4.34/5 ( download)

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Download or read book Intelligent Video Event Analysis and Understanding written by Jianguo Zhang and published by Springer Science & Business Media. This book was released on 2011-01-19 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the vast development of Internet capacity and speed, as well as wide adop- tion of media technologies in people’s daily life, a large amount of videos have been surging, and need to be efficiently processed or organized based on interest. The human visual perception system could, without difficulty, interpret and r- ognize thousands of events in videos, despite high level of video object clutters, different types of scene context, variability of motion scales, appearance changes, occlusions and object interactions. For a computer vision system, it has been be very challenging to achieve automatic video event understanding for decades. Broadly speaking, those challenges include robust detection of events under - tion clutters, event interpretation under complex scenes, multi-level semantic event inference, putting events in context and multiple cameras, event inference from object interactions, etc. In recent years, steady progress has been made towards better models for video event categorisation and recognition, e. g. , from modelling events with bag of spatial temporal features to discovering event context, from detecting events using a single camera to inferring events through a distributed camera network, and from low-level event feature extraction and description to high-level semantic event classification and recognition. Nowadays, text based video retrieval is widely used by commercial search engines. However, it is still very difficult to retrieve or categorise a specific video segment based on their content in a real multimedia system or in surveillance applications.

Author : Jianguo Zhang
Publisher : Springer
ISBN 13 : 3642175546
Total Pages : 254 pages
Book Rating : 4.41/5 ( download)

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Download or read book Intelligent Video Event Analysis and Understanding written by Jianguo Zhang and published by Springer. This book was released on 2011-02-02 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the vast development of Internet capacity and speed, as well as wide adop- tion of media technologies in people’s daily life, a large amount of videos have been surging, and need to be efficiently processed or organized based on interest. The human visual perception system could, without difficulty, interpret and r- ognize thousands of events in videos, despite high level of video object clutters, different types of scene context, variability of motion scales, appearance changes, occlusions and object interactions. For a computer vision system, it has been be very challenging to achieve automatic video event understanding for decades. Broadly speaking, those challenges include robust detection of events under - tion clutters, event interpretation under complex scenes, multi-level semantic event inference, putting events in context and multiple cameras, event inference from object interactions, etc. In recent years, steady progress has been made towards better models for video event categorisation and recognition, e. g. , from modelling events with bag of spatial temporal features to discovering event context, from detecting events using a single camera to inferring events through a distributed camera network, and from low-level event feature extraction and description to high-level semantic event classification and recognition. Nowadays, text based video retrieval is widely used by commercial search engines. However, it is still very difficult to retrieve or categorise a specific video segment based on their content in a real multimedia system or in surveillance applications.

Author : Caifeng Shan
Publisher : Springer
ISBN 13 : 3642285988
Total Pages : 374 pages
Book Rating : 4.81/5 ( download)

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Download or read book Video Analytics for Business Intelligence written by Caifeng Shan and published by Springer. This book was released on 2012-04-05 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Closed Circuit TeleVision (CCTV) cameras have been increasingly deployed pervasively in public spaces including retail centres and shopping malls. Intelligent video analytics aims to automatically analyze content of massive amount of public space video data and has been one of the most active areas of computer vision research in the last two decades. Current focus of video analytics research has been largely on detecting alarm events and abnormal behaviours for public safety and security applications. However, increasingly CCTV installations have also been exploited for gathering and analyzing business intelligence information, in order to enhance marketing and operational efficiency. For example, in retail environments, surveillance cameras can be utilised to collect statistical information about shopping behaviour and preference for marketing (e.g., how many people entered a shop; how many females/males or which age groups of people showed interests to a particular product; how long did they stay in the shop; and what are the frequent paths), and to measure operational efficiency for improving customer experience. Video analytics has the enormous potential for non-security oriented commercial applications. This book presents the latest developments on video analytics for business intelligence applications. It provides both academic and commercial practitioners an understanding of the state-of-the-art and a resource for potential applications and successful practice.

Author : Álvaro Herrero
Publisher : Springer Science & Business Media
ISBN 13 : 3642182984
Total Pages : 151 pages
Book Rating : 4.83/5 ( download)

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Download or read book Mobile Hybrid Intrusion Detection written by Álvaro Herrero and published by Springer Science & Business Media. This book was released on 2011-01-19 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph comprises work on network-based Intrusion Detection (ID) that is grounded in visualisation and hybrid Artificial Intelligence (AI). It has led to the design of MOVICAB-IDS (MObile VIsualisation Connectionist Agent-Based IDS), a novel Intrusion Detection System (IDS), which is comprehensively described in this book. This novel IDS combines different AI paradigms to visualise network traffic for ID at packet level. It is based on a dynamic Multiagent System (MAS), which integrates an unsupervised neural projection model and the Case-Based Reasoning (CBR) paradigm through the use of deliberative agents that are capable of learning and evolving with the environment. The proposed novel hybrid IDS provides security personnel with a synthetic, intuitive snapshot of network traffic and protocol interactions. This visualisation interface supports the straightforward detection of anomalous situations and their subsequent identification. The performance of MOVICAB-IDS was tested through a novel mutation-based testing method in different real domains which entailed several attacks and anomalous situations.

Author : Radomir S. Stankovic
Publisher : Springer Science & Business Media
ISBN 13 : 3642116817
Total Pages : 212 pages
Book Rating : 4.10/5 ( download)

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Download or read book From Boolean Logic to Switching Circuits and Automata written by Radomir S. Stankovic and published by Springer Science & Business Media. This book was released on 2011-03-05 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Logic networks and automata are facets of digital systems. The change of the design of logic networks from skills and art into a scientific discipline was possible by the development of the underlying mathematical theory called the Switching Theory. The fundamentals of this theory come from the attempts towards an algebraic description of laws of thoughts presented in the works by George J. Boole and the works on logic by Augustus De Morgan. As often the case in engineering, when the importance of a problem and the need for solving it reach certain limits, the solutions are searched by many scholars in different parts of the word, simultaneously or at about the same time, however, quite independently and often unaware of the work by other scholars. The formulation and rise of Switching Theory is such an example. This book presents a brief account of the developments of Switching Theory and highlights some less known facts in the history of it. The readers will find the book a fresh look into the development of the field revealing how difficult it has been to arrive at many of the concepts that we now consider obvious . Researchers in the history or philosophy of computing will find this book a valuable source of information that complements the standard presentations of the topic.

Author : António J. R. Neves
Publisher :
ISBN 13 : 1789850274
Total Pages : 168 pages
Book Rating : 4.77/5 ( download)

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Download or read book Intelligent Video Surveillance written by António J. R. Neves and published by . This book was released on 2019-03-13 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of Intelligent video surveillance systems is to efficiently extract useful information from a considerable number of videos collected by surveillance cameras by automatically detecting, tracking and recognizing objects of interest, and understanding and analyzing their activities. Video surveillance has a huge amount of applications, from public to private places. These applications require monitoring indoor and outdoor scenes. Nowadays, there are a considerable number of digital surveillance cameras collecting a huge amount of data on a daily basis. Researchers are urged to develop intelligent systems to efficiently extract and visualize useful information from this big data source. The exponential effort on the development of new algorithms and systems for video surveillance is confirmed by the amount of effort invested in projects and companies, the creation on new startups worldwide and, not less important, in the quantity and quality of the manuscripts published in a considerable number of journals and conferences worldwide. This book is an outcome of research done by several researchers who have highly contributed to the field of Video Surveillance. The main goal is to present recent advances in this important topic for the Image Processing community.

Author : Atilla Elci
Publisher : Springer
ISBN 13 : 3642183085
Total Pages : 319 pages
Book Rating : 4.89/5 ( download)

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Download or read book Semantic Agent Systems written by Atilla Elci and published by Springer. This book was released on 2011-03-16 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: Semantic agent systems are about the integration of the semantic Web, software agents, and multi-agent systems technologies. Like in the past (e.g. biology and informatics yielding bioinformatics) a whole new perspective is emerging with semantic agent systems. In this context, the semantic Web is a Web of semantically linked data which aims to enable man and machine to execute tasks in tandem. Here, software agents in a multi-agent system as delegates of humans are endowed with power to use semantically linked data. This edited book “Semantic Agent Systems: Foundations and Applications” proposes contributions on a wide range of topics on foundations and applications written by a selection of international experts. It first introduces in an accessible style the nature of semantic agent systems. Then it explores with numerous illustrations new frontiers in software agent technology. “Semantic Agent Systems: Foundations and Applications” is recommended for scientists, experts, researchers, and learners in the field of artificial intelligence, the semantic Web, software agents, and multi-agent systems technologies.

Author : Kamila, Narendra Kumar
Publisher : IGI Global
ISBN 13 : 1466686553
Total Pages : 506 pages
Book Rating : 4.57/5 ( download)

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Download or read book Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition, Analysis, and Image Processing written by Kamila, Narendra Kumar and published by IGI Global. This book was released on 2015-11-30 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: ###############################################################################################################################################################################################################################################################

Author : Lakhmi C. Jain
Publisher : Springer Science & Business Media
ISBN 13 : 3642177638
Total Pages : 297 pages
Book Rating : 4.37/5 ( download)

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Download or read book Innovations in Defence Support Systems - 2 written by Lakhmi C. Jain and published by Springer Science & Business Media. This book was released on 2011-02-17 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovations in Defence Support Systems - 2 presents a sample of the state-of-art research on defence support systems. The focus of the volume is on the design and optimization of socio-technical systems and their performance in defence contexts. Conceptual and methodological considerations for the development of such systems and criteria likely to be useful in their evaluation are discussed, along with their conceptual underpinnings in total system performance analysis.

Author : Fredrik Nilsson
Publisher : CRC Press
ISBN 13 : 131539989X
Total Pages : 391 pages
Book Rating : 4.98/5 ( download)

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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 391 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.