BÜCHER VERSANDKOSTENFREI INNERHALB DEUTSCHLANDS
Video Object Tracking
Tasks, Datasets, and Methods
Springer
ISBN 978-3-031-44662-7
Standardpreis
Bibliografische Daten
Fachbuch
Buch. Softcover
2024
1 s/w-Abbildung, 49 Farbabbildungen, Bibliographien.
In englischer Sprache
Umfang: viii, 123 S.
Format (B x L): 16,8 x 24 cm
Verlag: Springer
ISBN: 978-3-031-44662-7
Weiterführende bibliografische Daten
Das Werk ist Teil der Reihe: Synthesis Lectures on Computer Vision
Produktbeschreibung
This book provides a thorough overview of recent progress in video object tracking, allowing researchers and industrial practitioners to gain a better understanding of the most important problems and developed technologies in the area. Video tracking is a key research area in computer vision and aims to track unique objects in a given video, which are useful for various applications such as video conference, video editing, surveillance, and autonomous driving. This book begins with an introduction to the task of video object tracking, including the most common problem settings. Given the revolution of deep learning in computer vision problems, numerous new tasks, datasets, and methods have been recently proposed in the domain of video tracking. The book includes these recent results as well as benchmarks in large-scale human-centric video analysis in complex events.
Autorinnen und Autoren
Kundeninformationen
Aids readers to gain a better understanding of the most important problems and advances via real-world examples Discusses numerous new tasks, datasets, and methods that have emerged in the past few years Provides an overview of video tracking, discusses common problems and solutions, and summarizes recent progress
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