Spatio Temporal Visual Information Analysis For Moving Object Detection And Retrieval In Video Sequences

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Analysis, Retrieval and Delivery of Multimedia Content

Author : Nicola Adami
Publisher : Springer Science & Business Media
ISBN 13 : 1461438314
Total Pages : 290 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Analysis, Retrieval and Delivery of Multimedia Content by : Nicola Adami

Download or read book Analysis, Retrieval and Delivery of Multimedia Content written by Nicola Adami and published by Springer Science & Business Media. This book was released on 2012-08-09 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covering some of the most cutting-edge research on the delivery and retrieval of interactive multimedia content, this volume of specially chosen contributions provides the most updated perspective on one of the hottest contemporary topics. The material represents extended versions of papers presented at the 11th International Workshop on Image Analysis for Multimedia Interactive Services, a vital international forum on this fast-moving field. Logically organized in discrete sections that approach the subject from its various angles, the content deals in turn with content analysis, motion and activity analysis, high-level descriptors and video retrieval, 3-D and multi-view, and multimedia delivery. The chapters cover the finest detail of emerging techniques such as the use of high-level audio information in improving scene segmentation and the use of subjective logic for forensic visual surveillance. On content delivery, the book examines both images and video, focusing on key subjects including an efficient pre-fetching strategy for JPEG 2000 image sequences. Further contributions look at new methodologies for simultaneous block reconstruction and provide a trellis-based algorithm for faster motion-vector decision making.

Advances in Spatio-Temporal Segmentation of Visual Data

Author : Vladimir Mashtalir
Publisher : Springer Nature
ISBN 13 : 3030354806
Total Pages : 279 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Advances in Spatio-Temporal Segmentation of Visual Data by : Vladimir Mashtalir

Download or read book Advances in Spatio-Temporal Segmentation of Visual Data written by Vladimir Mashtalir and published by Springer Nature. This book was released on 2019-12-16 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book proposes a number of promising models and methods for adaptive segmentation, swarm partition, permissible segmentation, and transform properties, as well as techniques for spatio-temporal video segmentation and interpretation, online fuzzy clustering of data streams, and fuzzy systems for information retrieval. The main focus is on the spatio-temporal segmentation of visual information. Sets of meaningful and manageable image or video parts, defined by visual interest or attention to higher-level semantic issues, are often vital to the efficient and effective processing and interpretation of viewable information. Developing robust methods for spatial and temporal partition represents a key challenge in computer vision and computational intelligence as a whole. This book is intended for students and researchers in the fields of machine learning and artificial intelligence, especially those whose work involves image processing and recognition, video parsing, and content-based image/video retrieval.

Advances in Visual Computing

Author : George Bebis
Publisher : Springer Science & Business Media
ISBN 13 : 3642172768
Total Pages : 680 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advances in Visual Computing by : George Bebis

Download or read book Advances in Visual Computing written by George Bebis and published by Springer Science & Business Media. This book was released on 2010-11-05 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three volume set LNCS 6453, LNCS 6454, and LNCS 6455 constitutes the refereed proceedings of the 6th International Symposium on Visual Computing, ISVC 2010, held in Las Vegas, NV, USA, in November/December 2010. The 93 revised full papers and 73 poster papers presented together with 44 full and 6 poster papers of 7 special tracks were carefully reviewed and selected from more than 300 submissions. The papers of part I (LNCS 6453) are organized in computational bioimaging, computer graphics, behavior detection and modeling, low-level color image processing, feature extraction and matching, visualization, motion and tracking, unconstrained biometrics: advances and trends, 3D mapping, modeling and surface reconstruction, and virtual reality. Part II (LNCS 6454) comprises topics such as calibration, pose estimation, and reconstruction, segmentation, stereo, registration, medical imaging, low cost virtual reality: expanding horizons, best practices in teaching visual computing, applications, and video analysis and event recognition. Part III (LNCS 6455) mainly contains papers of the poster session and concludes with contributions addressing visualization, as well as motion and tracking.

Academic Press Library in Signal Processing

Author : David Bull
Publisher : Academic Press
ISBN 13 : 0124201571
Total Pages : 505 pages
Book Rating : 4.1/5 (242 download)

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Book Synopsis Academic Press Library in Signal Processing by : David Bull

Download or read book Academic Press Library in Signal Processing written by David Bull and published by Academic Press. This book was released on 2014-06-12 with total page 505 pages. Available in PDF, EPUB and Kindle. Book excerpt: This fifth volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in image and video compression and multimedia. With this reference source you will: - Quickly grasp a new area of research - Understand the underlying principles of a topic and its application - Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved - Quick tutorial reviews of important and emerging topics of research in Image and Video Compression and Multimedia - Comprehensive references to journal articles and other literature on which to build further, more specific and detailed knowledge - Edited by leading people in the field who, through their reputation, have been able to commission experts to write on a particular topic

Computer Vision - ACCV 2014 Workshops

Author : C.V. Jawahar
Publisher : Springer
ISBN 13 : 331916631X
Total Pages : 722 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Computer Vision - ACCV 2014 Workshops by : C.V. Jawahar

Download or read book Computer Vision - ACCV 2014 Workshops written by C.V. Jawahar and published by Springer. This book was released on 2015-04-10 with total page 722 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three-volume set, consisting of LNCS 9008, 9009, and 9010, contains carefully reviewed and selected papers presented at 15 workshops held in conjunction with the 12th Asian Conference on Computer Vision, ACCV 2014, in Singapore, in November 2014. The 153 full papers presented were selected from numerous submissions. LNCS 9008 contains the papers selected for the Workshop on Human Gait and Action Analysis in the Wild, the Second International Workshop on Big Data in 3D Computer Vision, the Workshop on Deep Learning on Visual Data, the Workshop on Scene Understanding for Autonomous Systems, and the Workshop on Robust Local Descriptors for Computer Vision. LNCS 9009 contains the papers selected for the Workshop on Emerging Topics on Image Restoration and Enhancement, the First International Workshop on Robust Reading, the Second Workshop on User-Centred Computer Vision, the International Workshop on Video Segmentation in Computer Vision, the Workshop: My Car Has Eyes: Intelligent Vehicle with Vision Technology, the Third Workshop on E-Heritage, and the Workshop on Computer Vision for Affective Computing. LNCS 9010 contains the papers selected for the Workshop on Feature and Similarity for Computer Vision, the Third International Workshop on Intelligent Mobile and Egocentric Vision, and the Workshop on Human Identification for Surveillance.

Advances in Visual Computing

Author : Richard Boyle
Publisher : Springer
ISBN 13 : 3642172776
Total Pages : 680 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advances in Visual Computing by : Richard Boyle

Download or read book Advances in Visual Computing written by Richard Boyle and published by Springer. This book was released on 2010-11-19 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is with great pleasure that we present the proceedings of the 6th Inter- tional, Symposium on Visual Computing (ISVC 2010), which was held in Las Vegas, Nevada. ISVC provides a common umbrella for the four main areas of visual computing including vision, graphics, visualization, and virtual reality. The goal is to provide a forum for researchers, scientists, engineers, and pr- titioners throughout the world to present their latest research ?ndings, ideas, developments, and applications in the broader area of visual computing. This year, the program consisted of 14 oral sessions, one poster session, 7 special tracks, and 6 keynote presentations. The response to the call for papers was very good; we received over 300 submissions for the main symposium from which we accepted 93 papers for oral presentation and 73 papers for poster p- sentation. Special track papers were solicited separately through the Organizing and Program Committees of each track. A total of 44 papers were accepted for oral presentation and 6 papers for poster presentation in the special tracks.

Advances In Pattern Recognition - Proceedings Of The 6th International Conference

Author : Pinakpani Pal
Publisher : World Scientific
ISBN 13 : 9814475963
Total Pages : 444 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Advances In Pattern Recognition - Proceedings Of The 6th International Conference by : Pinakpani Pal

Download or read book Advances In Pattern Recognition - Proceedings Of The 6th International Conference written by Pinakpani Pal and published by World Scientific. This book was released on 2006-12-18 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the latest in the series of ICAPR proceedings on the state-of-the-art of different facets of pattern recognition. These conferences have already carved out a unique position among events attended by the pattern recognition community. The contributions tackle open problems in the classic fields of image and video processing, document analysis and multimedia object retrieval as well as more advanced topics in biometrics speech and signal analysis. Many of the papers focus both on theory and application driven basic research pattern recognition.

Multimedia Content and the Semantic Web

Author : Giorgos Stamou
Publisher : John Wiley & Sons
ISBN 13 : 0470857633
Total Pages : 414 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Multimedia Content and the Semantic Web by : Giorgos Stamou

Download or read book Multimedia Content and the Semantic Web written by Giorgos Stamou and published by John Wiley & Sons. This book was released on 2005-10-31 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emerging idea of the semantic web is based on the maximum automation of the complete knowledge lifecycle processes: knowledge representation, acquisition, adaptation, reasoning, sharing and use. Text-based based browsers involve a costly information-retrieval process: descriptions are inherently subjective and usage is often confined to the specific application domain for which the descriptions were created. Automatic extracted audiovisual features are, in general, more objective, domain-independent and can be native to the audiovisual content. This book seeks to draw together in one concise volume the findings of leading researchers from around the globe. The focus, in particular, is on the MPEG-7 and MPEG-21 standards that seek to consolidate and render effective the infrastructure for the delivery and management of multimedia content. Provides thorough coverage of all relevant topics, including structure identification in audiovisual documents, object-based video indexing, multimedia indexing and retrieval using natural language, speech and image processing methods Contains detailed advice on ontology representation and querying for realizing semantics-driven applications Includes cutting-edge information on multimedia content description in MPEG-7 and MPEG-21 Illustrates all theory with real-world case studies gleaned from state-of-the-art worldwide research. The contributors are pioneers in the fields of multimedia analysis and knowledge technologies This unified, comprehensive up-to-date resource will appeal to integrators, systems suppliers, managers and consultants in the area of knowledge management and information retrieval; particularly those concerned with the automation of the semantic web. The detailed, theory-based practical advice is also essential reading for postgraduates and researchers in these fields.

Three-Dimensional Model Analysis and Processing

Author : Faxin Yu
Publisher : Springer Science & Business Media
ISBN 13 : 3642126510
Total Pages : 434 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Three-Dimensional Model Analysis and Processing by : Faxin Yu

Download or read book Three-Dimensional Model Analysis and Processing written by Faxin Yu and published by Springer Science & Business Media. This book was released on 2011-02-03 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the increasing popularization of the Internet, together with the rapid development of 3D scanning technologies and modeling tools, 3D model databases have become more and more common in fields such as biology, chemistry, archaeology and geography. People can distribute their own 3D works over the Internet, search and download 3D model data, and also carry out electronic trade over the Internet. However, some serious issues are related to this as follows: (1) How to efficiently transmit and store huge 3D model data with limited bandwidth and storage capacity; (2) How to prevent 3D works from being pirated and tampered with; (3) How to search for the desired 3D models in huge multimedia databases. This book is devoted to partially solving the above issues. Compression is useful because it helps reduce the consumption of expensive resources, such as hard disk space and transmission bandwidth. On the downside, compressed data must be decompressed to be used, and this extra processing may be detrimental to some applications. 3D polygonal mesh (with geometry, color, normal vector and texture coordinate information), as a common surface representation, is now heavily used in various multimedia applications such as computer games, animations and simulation applications. To maintain a convincing level of realism, many applications require highly detailed mesh models. However, such complex models demand broad network bandwidth and much storage capacity to transmit and store. To address these problems, 3D mesh compression is essential for reducing the size of 3D model representation.

Computer Vision, Graphics, and Image Processing

Author : Snehasis Mukherjee
Publisher : Springer
ISBN 13 : 3319681249
Total Pages : 412 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Computer Vision, Graphics, and Image Processing by : Snehasis Mukherjee

Download or read book Computer Vision, Graphics, and Image Processing written by Snehasis Mukherjee and published by Springer. This book was released on 2017-10-19 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed conference proceedings of the ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage, held in Guwahati, India, in December 2016. The papers presented are extended versions of the papers of three of the four workshops: Computer Vision Applications, Document Analysis and Recognition and Medical Image Processing. The Computer Vision Application track received 52 submissions and after a rigorous review process, 18 papers were presented. The focus is mainly on industrial applications of computer vision and related technologies. The Document Analysis and Recognition track received 10 submissions from which 7 papers were selected. The MedImage workshops focuses on problems in medical image computing and received 14 papers from which 9 were accepted for presentation in this book.

Advances in Multimedia Information Processing - PCM 2005

Author : Yo-Sung Ho
Publisher : Springer Science & Business Media
ISBN 13 : 3540300279
Total Pages : 1049 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Advances in Multimedia Information Processing - PCM 2005 by : Yo-Sung Ho

Download or read book Advances in Multimedia Information Processing - PCM 2005 written by Yo-Sung Ho and published by Springer Science & Business Media. This book was released on 2005-10-31 with total page 1049 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are delighted to welcome readers to the proceedings of the 6th Pacific-Rim Conference on Multimedia (PCM). The first PCM was held in Sydney, Australia, in 2000. Since then, it has been hosted successfully by Beijing, China, in 2001, Hsinchu, Taiwan, in 2002, Singapore in 2003, and Tokyo, Japan, in 2004, and finally Jeju, one of the most beautiful and fantastic islands in Korea. This year, we accepted 181 papers out of 570 submissions including regular and special session papers. The acceptance rate of 32% indicates our commitment to ensuring a very high-quality conference. This would not be possible without the full support of the excellent Technical Committee and anonymous reviewers that provided timely and insightful reviews. We would therefore like to thank the Program Committee and all reviewers. The program of this year reflects the current interests of the PCM’s. The accepted papers cover a range of topics, including, all aspects of multimedia, both technical and artistic perspectives and both theoretical and practical issues. The PCM 2005 program covers tutorial sessions and plenary lectures as well as regular presentations in three tracks of oral sessions and a poster session in a single track. We have tried to expand the scope of PCM to the artistic papers which need not to be strictly technical.

Digital Video

Author : Floriano De Rango
Publisher : BoD – Books on Demand
ISBN 13 : 9537619702
Total Pages : 518 pages
Book Rating : 4.5/5 (376 download)

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Book Synopsis Digital Video by : Floriano De Rango

Download or read book Digital Video written by Floriano De Rango and published by BoD – Books on Demand. This book was released on 2010-02-01 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book tries to address different aspects and issues related to video and multimedia distribution over the heterogeneous environment considering broadband satellite networks and general wireless systems where wireless communications and conditions can pose serious problems to the efficient and reliable delivery of content. Specific chapters of the book relate to different research topics covering the architectural aspects of the most famous DVB standard (DVB-T, DVB-S/S2, DVB-H etc.), the protocol aspects and the transmission techniques making use of MIMO, hierarchical modulation and lossy compression. In addition, research issues related to the application layer and to the content semantic, organization and research on the web have also been addressed in order to give a complete view of the problems. The network technologies used in the book are mainly broadband wireless and satellite networks. The book can be read by intermediate students, researchers, engineers or people with some knowledge or specialization in network topics.

Video Search and Mining

Author : Dan Schonfeld
Publisher : Springer Science & Business Media
ISBN 13 : 3642128998
Total Pages : 391 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Video Search and Mining by : Dan Schonfeld

Download or read book Video Search and Mining written by Dan Schonfeld and published by Springer Science & Business Media. This book was released on 2010-05-22 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Deep Learning in Computer Vision

Author : Mahmoud Hassaballah
Publisher : CRC Press
ISBN 13 : 135100381X
Total Pages : 339 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Deep Learning in Computer Vision by : Mahmoud Hassaballah

Download or read book Deep Learning in Computer Vision written by Mahmoud Hassaballah and published by CRC Press. This book was released on 2020-03-23 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning algorithms have brought a revolution to the computer vision community by introducing non-traditional and efficient solutions to several image-related problems that had long remained unsolved or partially addressed. This book presents a collection of eleven chapters where each individual chapter explains the deep learning principles of a specific topic, introduces reviews of up-to-date techniques, and presents research findings to the computer vision community. The book covers a broad scope of topics in deep learning concepts and applications such as accelerating the convolutional neural network inference on field-programmable gate arrays, fire detection in surveillance applications, face recognition, action and activity recognition, semantic segmentation for autonomous driving, aerial imagery registration, robot vision, tumor detection, and skin lesion segmentation as well as skin melanoma classification. The content of this book has been organized such that each chapter can be read independently from the others. The book is a valuable companion for researchers, for postgraduate and possibly senior undergraduate students who are taking an advanced course in related topics, and for those who are interested in deep learning with applications in computer vision, image processing, and pattern recognition.

Computer Vision - ECCV 2002

Author : Anders Heyden
Publisher : Springer
ISBN 13 : 3540479791
Total Pages : 860 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Computer Vision - ECCV 2002 by : Anders Heyden

Download or read book Computer Vision - ECCV 2002 written by Anders Heyden and published by Springer. This book was released on 2003-08-02 with total page 860 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Adaptive Multimedia Retrieval: User, Context, and Feedback

Author : Marcin Detyniecki
Publisher : Springer Science & Business Media
ISBN 13 : 3540321748
Total Pages : 290 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Adaptive Multimedia Retrieval: User, Context, and Feedback by : Marcin Detyniecki

Download or read book Adaptive Multimedia Retrieval: User, Context, and Feedback written by Marcin Detyniecki and published by Springer Science & Business Media. This book was released on 2006-02-13 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the Third International Workshop on Adaptive Multimedia Retrieval, held in September 2005. The 18 revised full papers presented were carefully selected during two rounds of reviewing and improvement. Also included are three invited papers by leading researchers in the area to illustrate the core topics of the workshop: User, Context and Feedback. The papers are organized in topical sections on ranking, systems, spatio-temporal relations, using feedback, using context, and meta data.

A Unified Framework for Video Summarization, Browsing & Retrieval

Author : Ziyou Xiong
Publisher : Elsevier
ISBN 13 : 0080481531
Total Pages : 291 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis A Unified Framework for Video Summarization, Browsing & Retrieval by : Ziyou Xiong

Download or read book A Unified Framework for Video Summarization, Browsing & Retrieval written by Ziyou Xiong and published by Elsevier. This book was released on 2006-01-16 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large volumes of video content can only be easily accessed by the use of rapid browsing and retrieval techniques. Constructing a video table of contents (ToC) and video highlights to enable end users to sift through all this data and find what they want, when they want are essential. This reference puts forth a unified framework to integrate these functions supporting efficient browsing and retrieval of video content. The authors have developed a cohesive way to create a video table of contents, video highlights, and video indices that serve to streamline the use of applications in consumer and surveillance video applications. The authors discuss the generation of table of contents, extraction of highlights, different techniques for audio and video marker recognition, and indexing with low-level features such as color, texture, and shape. Current applications including this summarization and browsing technology are also reviewed. Applications such as event detection in elevator surveillance, highlight extraction from sports video, and image and video database management are considered within the proposed framework. This book presents the latest in research and readers will find their search for knowledge completely satisfied by the breadth of the information covered in this volume.* Offers the latest in cutting edge research and applications in surveillance and consumer video* Presentation of a novel unified framework aimed at successfully sifting through the abundance of footage gathered daily at shopping malls, airports, and other commercial facilities* Concisely written by leading contributors in the signal processing industry with step-by-step instruction in building video ToC and indices