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Condition: Hervorragend. Zustand: Hervorragend | Sprache: Englisch | Produktart: Bücher | The book focuses on visual object tracking systems and approaches based on correlation filter and deep learning. Both foundations and implementations have been addressed. The algorithm, system design and performance evaluation have been explored for three kinds of tracking methods including correlation filter based methods, correlation filter with deep feature based methods, and deep learning based methods. Firstly, context aware and multi-scale strategy are presented in correlation filter based trackers; then, long-short term correlation filter, context aware correlation filter and auxiliary relocation in SiamFC framework are proposed for combining correlation filter and deep learning in visual object tracking; finally, improvements in deep learning based trackers including Siamese network, GAN and reinforcement learning are designed. The goal of this book is to bring, in a timely fashion, the latest advances and developments in visual object tracking, especially correlation filter and deep learning based methods, which is particularly suited for readers who are interested in the research and technology innovation in visual object tracking and related fields.
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Taschenbuch. Condition: Neu. Visual Object Tracking from Correlation Filter to Deep Learning | Weiwei Xing (u. a.) | Taschenbuch | xiv | Englisch | 2022 | Springer Singapore | EAN 9789811662447 | 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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Taschenbuch. Condition: Neu. Proceedings of the 2012 International Conference on Information Technology and Software Engineering | Software Engineering & Digital Media Technology | Wei Lu (u. a.) | Taschenbuch | Lecture Notes in Electrical Engineering | xviii | Englisch | 2016 | Springer | EAN 9783662511862 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
Taschenbuch. Condition: Neu. Proceedings of the 2012 International Conference on Information Technology and Software Engineering | Information Technology & Computing Intelligence | Wei Lu (u. a.) | Taschenbuch | Lecture Notes in Electrical Engineering | xix | Englisch | 2016 | Springer | EAN 9783662511855 | 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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