Statistical Methods In Video Processing
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Statistical Methods In Video Processing
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Author : Dorin Comaniciu
language : en
Publisher: Springer Science & Business Media
Release Date : 2004-12-16
Statistical Methods In Video Processing written by Dorin Comaniciu 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 2004-12-16 with Computers categories.
The 2nd International Workshop on Statistical Methods in Video Processing, SMVP 2004, was held in Prague, Czech Republic, as an associated workshop of ECCV 2004, the 8th European Conference on Computer Vision. A total of 30 papers were submitted to the workshop. Of these, 17 papers were accepted for presentation and included in these proceedings, following a double-blind review process. The workshop had 42 registered participants. The focus of the meeting was on recent progress in the application of - vanced statistical methods to solve computer vision tasks. The one-day scienti?c program covered areas of high interest in vision research, such as dense rec- struction of 3D scenes, multibody motion segmentation, 3D shape inference, errors-in-variables estimation, probabilistic tracking, information fusion, optical ?owcomputation,learningfornonstationaryvideodata,noveltydetectionin- namic backgrounds, background modeling, grouping using feature uncertainty, and crowd segmentation from video. We wish to thank the authors of all submitted papers for their interest in the workshop.Wealsowishtothankthemembersofourprogramcommitteeandthe external reviewers for their commitment of time and e?ort in providing valuable recommendations for each submission. We are thankful to Vaclav Hlavac, the General Chair of ECCV 2004, and to Radim Sara, for the local organization of the workshop and registration management. We hope you will ?nd these proceedings both inspiring and of high scienti?c quality.
Special Issue Statistical Methods In Video Processing
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Author : David Suter
language : en
Publisher:
Release Date : 2004
Special Issue Statistical Methods In Video Processing written by David Suter and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with categories.
Statistical Methods And Models For Video Based Tracking Modeling And Recognition
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Author : Rama Chellappa
language : en
Publisher: Now Publishers Inc
Release Date : 2010
Statistical Methods And Models For Video Based Tracking Modeling And Recognition written by Rama Chellappa and has been published by Now Publishers Inc this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Computers categories.
Computer vision systems attempt to understand a scene and its components from mostly visual information. The geometry exhibited by the real world, the influence of material properties on scattering of incident light, and the process of imaging introduce constraints and properties that are key to solving some of these tasks. In the presence of noisy observations and other uncertainties, the algorithms make use of statistical methods for robust inference. In this paper, we highlight the role of geometric constraints in statistical estimation methods, and how the interplay of geometry and statistics leads to the choice and design of algorithms. In particular, we illustrate the role of imaging, illumination, and motion constraints in classical vision problems such as tracking, structure from motion, metrology, activity analysis and recognition, and appropriate statistical methods used in each of these problems.
Proceedings Of The Statistical Methods In Video Processing Workshop
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Author : David Suter
language : en
Publisher: Monash University - Department Electrical and Computer Systems En
Release Date : 2002-01-01
Proceedings Of The Statistical Methods In Video Processing Workshop written by David Suter and has been published by Monash University - Department Electrical and Computer Systems En this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-01-01 with Image transmission categories.
Statistical Learning And Pattern Analysis For Image And Video Processing
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Author : Nanning Zheng
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-07-25
Statistical Learning And Pattern Analysis For Image And Video Processing written by Nanning Zheng 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 2009-07-25 with Computers categories.
Why are We Writing This Book? Visual data (graphical, image, video, and visualized data) affect every aspect of modern society. The cheap collection, storage, and transmission of vast amounts of visual data have revolutionized the practice of science, technology, and business. Innovations from various disciplines have been developed and applied to the task of designing intelligent machines that can automatically detect and exploit useful regularities (patterns) in visual data. One such approach to machine intelligence is statistical learning and pattern analysis for visual data. Over the past two decades, rapid advances have been made throughout the ?eld of visual pattern analysis. Some fundamental problems, including perceptual gro- ing,imagesegmentation, stereomatching, objectdetectionandrecognition,and- tion analysis and visual tracking, have become hot research topics and test beds in multiple areas of specialization, including mathematics, neuron-biometry, and c- nition. A great diversity of models and algorithms stemming from these disciplines has been proposed. To address the issues of ill-posed problems and uncertainties in visual pattern modeling and computing, researchers have developed rich toolkits based on pattern analysis theory, harmonic analysis and partial differential eq- tions, geometry and group theory, graph matching, and graph grammars. Among these technologies involved in intelligent visual information processing, statistical learning and pattern analysis is undoubtedly the most popular and imp- tant approach, and it is also one of the most rapidly developing ?elds, with many achievements in recent years. Above all, it provides a unifying theoretical fra- work for intelligent visual information processing applications.
Statistical Methods For Image Processing
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Author : Kalle Astrom
language : en
Publisher:
Release Date : 2001
Statistical Methods For Image Processing written by Kalle Astrom and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with categories.
Statistical Image Processing Techniques For Noisy Images
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Author : Phillipe Réfrégier
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-11-22
Statistical Image Processing Techniques For Noisy Images written by Phillipe Réfrégier 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 2013-11-22 with Computers categories.
Statistical Processing Techniques for Noisy Images presents a statistical framework to design algorithms for target detection, tracking, segmentation and classification (identification). Its main goal is to provide the reader with efficient tools for developing algorithms that solve his/her own image processing applications. In particular, such topics as hypothesis test-based detection, fast active contour segmentation and algorithm design for non-conventional imaging systems are comprehensively treated, from theoretical foundations to practical implementations. With a large number of illustrations and practical examples, this book serves as an excellent textbook or reference book for senior or graduate level courses on statistical signal/image processing, as well as a reference for researchers in related fields.
Statistical Method In Video Processing
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Author : David Suter
language : en
Publisher:
Release Date : 2004
Statistical Method In Video Processing written by David Suter and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computer vision categories.
Image Processing Geometric Transform And Statistical Methods
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Author : Edward R. Dougherty
language : en
Publisher: Prentice Hall
Release Date : 1987
Image Processing Geometric Transform And Statistical Methods written by Edward R. Dougherty and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Computers categories.
Some Statistical Methods Of Image Processing And Reconstruction
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Author : Stavros Kariolis
language : en
Publisher:
Release Date : 1979
Some Statistical Methods Of Image Processing And Reconstruction written by Stavros Kariolis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Image processing categories.