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020 _a9783031446603
_9978-3-031-44660-3
024 7 _a10.1007/978-3-031-44660-3
_2doi
050 4 _aTA1634
072 7 _aUYQV
_2bicssc
072 7 _aCOM016000
_2bisacsh
072 7 _aUYQV
_2thema
100 1 _aXu, Ning.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_967958
245 1 0 _aVideo Object Tracking
_h[electronic resource] :
_bTasks, Datasets, and Methods /
_cby Ning Xu, Weiyao Lin, Xiankai Lu, Yunchao Wei.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aVIII, 123 p. 50 illus., 49 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSynthesis Lectures on Computer Vision,
_x2153-1064
505 0 _aChapter 1 Introduction -- Chapter 2 Tracking -- Chapter 3 HiEve Challenge on VOT.
520 _aThis 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. .
650 0 _aComputer vision.
650 0 _aImage processing.
650 0 _aImage processing
_xDigital techniques.
_964228
650 0 _aPattern recognition systems.
_965547
650 0 _aMachine learning.
_955059
650 0 _aComputer science.
_958552
650 1 4 _aComputer Vision.
650 2 4 _aImage Processing.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_965550
650 2 4 _aAutomated Pattern Recognition.
_965551
650 2 4 _aMachine Learning.
_955059
650 2 4 _aComputer Science.
_958552
700 1 _aLin, Weiyao.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_967959
700 1 _aLu, Xiankai.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_967960
700 1 _aWei, Yunchao.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_967961
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031446597
776 0 8 _iPrinted edition:
_z9783031446610
776 0 8 _iPrinted edition:
_z9783031446627
830 0 _aSynthesis Lectures on Computer Vision,
_x2153-1064
_965555
856 4 0 _uhttps://doi.org/10.1007/978-3-031-44660-3
912 _aZDB-2-SXSC
999 _c56740
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