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paperback. Condition: Very Good. Fast Shipping - Safe and Secure 7 days a week!
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Condition: New.
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Condition: As New. Unread book in perfect condition.
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Condition: New. 1st edition NO-PA16APR2015-KAP.
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Person Re-identification With Limited Supervision
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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Condition: New.
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Person Re-identification With Limited Su
Seller: Kennys Bookshop and Art Galleries Ltd., Galway, GY, Ireland
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Condition: New.
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Person Re-Identification with Limited Supervision (Synthesis Lectures on Computer Vision)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
£ 30.32
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Person Re-identification With Limited Supervision
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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Person Re-Identification with Limited Supervision
Language: English
Published by Springer International Publishing, 2021
ISBN 10: 3031006976 ISBN 13: 9783031006975
Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Person re-identification is the problem of associating observations of targets in different non-overlapping cameras. Most of the existing learning-based methods have resulted in improved performance on standard re-identification benchmarks, but at the cost of time-consuming and tediously labeled data. Motivated by this, learning person re-identification models with limited to no supervision has drawn a great deal of attention in recent years.In this book, we provide an overview of some of the literature in person re-identification, and then move on to focus on some specific problems in the context of person re-identification with limited supervision in multi-camera environments. We expect this to lead to interesting problems for researchers to consider in the future, beyond the conventional fully supervised setup that has been the framework for a lot of work in person re-identification.Chapter 1 starts with an overview of the problems in person re-identification and the major research directions. We provide an overview of the prior works that align most closely with the limited supervision theme of this book. Chapter 2 demonstrates how global camera network constraints in the form of consistency can be utilized for improving the accuracy of camera pair-wise person re-identification models and also selecting a minimal subset of image pairs for labeling without compromising accuracy. Chapter 3 presents two methods that hold the potential for developing highly scalable systems for video person re-identification with limited supervision. In the one-shot setting where only one tracklet per identity is labeled, the objective is to utilize this small labeled set along with a larger unlabeled set of tracklets to obtain a re-identification model. Another setting is completely unsupervised without requiring any identity labels. The temporal consistency in the videos allows us to infer about matching objects across the cameras with higher confidence, even withlimited to no supervision. Chapter 4 investigates person re-identification in dynamic camera networks. Specifically, we consider a novel problem that has received very little attention in the community but is critically important for many applications where a new camera is added to an existing group observing a set of targets. We propose two possible solutions for on-boarding new camera(s) dynamically to an existing network using transfer learning with limited additional supervision. Finally, Chapter 5 concludes the book by highlighting the major directions for future research.
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On deeply learning features for automatic person re-identification
Language: English
Published by LAP LAMBERT Academic Publishing, 2017
ISBN 10: 3330029102 ISBN 13: 9783330029101
Paperback. Condition: Brand New. 112 pages. 8.66x5.91x0.26 inches. In Stock.
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Taschenbuch. Condition: Neu. Person Re-Identification with Limited Supervision | Rameswar Panda (u. a.) | Taschenbuch | Synthesis Lectures on Computer Vision | xi | Englisch | 2021 | Springer | EAN 9783031006975 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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On deeply learning features for automatic person re-identification
Language: English
Published by LAP LAMBERT Academic Publishing, 2017
ISBN 10: 3330029102 ISBN 13: 9783330029101
Taschenbuch. Condition: Neu. On deeply learning features for automatic person re-identification | Alexandre Franco (u. a.) | Taschenbuch | 112 S. | Englisch | 2017 | LAP LAMBERT Academic Publishing | EAN 9783330029101 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.
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Person Re-Identification (Advances in Computer Vision and Pattern Recognition)
Book 37 of 86: Advances in Computer Vision and Pattern RecognitionSeller: Ria Christie Collections, Uxbridge, United Kingdom
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Person Re-Identification.
Book 37 of 86: Advances in Computer Vision and Pattern RecognitionLanguage: English
Published by London, Springer London Limited, 2014
ISBN 10: 1447162951 ISBN 13: 9781447162957
First Edition
Hardcover. 1st ed. 446 S. Ehem. Bibliotheksexemplar mit Signatur und Stempel. GUTER Zustand, ein paar Gebrauchsspuren. Ex-library with stamp and library-signature. GOOD condition, some traces of use. 9781447162957 Sprache: Englisch Gewicht in Gramm: 550.
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Condition: New.
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Condition: New. pp. xviii + 445.
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Condition: As New. Unread book in perfect condition.
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Taschenbuch. Condition: Neu. Person Re-Identification | Shaogang Gong (u. a.) | Taschenbuch | Advances in Computer Vision and Pattern Recognition | xviii | Englisch | 2016 | Springer | EAN 9781447170631 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Automated Machine Learning for Person Re-identification
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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Paperback. Condition: Brand New. reprint edition. 463 pages. 9.25x6.10x1.09 inches. In Stock.
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Automated Machine Learning for Person Re-identification
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
£ 130.08
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Ships from United Kingdom to U.S.A.Quantity: Over 20 available
Add to basketCondition: As New. Unread book in perfect condition.
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Person Re-identification
Book 37 of 86: Advances in Computer Vision and Pattern RecognitionLanguage: English
Published by Springer-Verlag New York Inc, 2014
ISBN 10: 1447162951 ISBN 13: 9781447162957
Hardcover. Condition: Brand New. 471 pages. 9.25x6.25x1.00 inches. In Stock.
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Person Re-Identification
Book 37 of 86: Advances in Computer Vision and Pattern RecognitionLanguage: English
Published by Springer London, Springer London, 2014
ISBN 10: 1447162951 ISBN 13: 9781447162957
Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - The first book of its kind dedicated to the challenge of person re-identification, this text provides an in-depth, multidisciplinary discussion of recent developments and state-of-the-art methods. Features: introduces examples of robust feature representations, reviews salient feature weighting and selection mechanisms and examines the benefits of semantic attributes; describes how to segregate meaningful body parts from background clutter; examines the use of 3D depth images and contextual constraints derived from the visual appearance of a group; reviews approaches to feature transfer function and distance metric learning and discusses potential solutions to issues of data scalability and identity inference; investigates the limitations of existing benchmark datasets, presents strategies for camera topology inference and describes techniques for improving post-rank search efficiency; explores the design rationale and implementation considerations of building a practical re-identification system.
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Person Re-Identification
Book 37 of 86: Advances in Computer Vision and Pattern RecognitionLanguage: English
Published by Springer London, Springer London, 2016
ISBN 10: 1447170636 ISBN 13: 9781447170631
Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - The first book of its kind dedicated to the challenge of person re-identification, this text provides an in-depth, multidisciplinary discussion of recent developments and state-of-the-art methods. Features: introduces examples of robust feature representations, reviews salient feature weighting and selection mechanisms and examines the benefits of semantic attributes; describes how to segregate meaningful body parts from background clutter; examines the use of 3D depth images and contextual constraints derived from the visual appearance of a group; reviews approaches to feature transfer function and distance metric learning and discusses potential solutions to issues of data scalability and identity inference; investigates the limitations of existing benchmark datasets, presents strategies for camera topology inference and describes techniques for improving post-rank search efficiency; explores the design rationale and implementation considerations of building a practical re-identification system.
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On deeply learning features for automatic person re-identification
Language: English
Published by LAP LAMBERT Academic Publishing, 2017
ISBN 10: 3330029102 ISBN 13: 9783330029101
paperback. Condition: New. NEW. SHIPS FROM MULTIPLE LOCATIONS. book.
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Paperback. Condition: Brand New. reprint edition. 463 pages. 9.25x6.10x1.09 inches. In Stock.
