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020 _a9783031446566
_9978-3-031-44656-6
024 7 _a10.1007/978-3-031-44656-6
_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 Segmentation
_h[electronic resource] :
_bTasks, Datasets, and Methods /
_cby Ning Xu, Weiyao Lin, Xiankai Lu, Yunchao Wei.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2024.
300 _aVIII, 187 p. 64 illus., 62 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 _aIntroduction -- VOS -- YouTubeVOS Challenges.
520 _aThis book provides a thorough overview of recent progress in video object segmentation, providing researchers and industrial practitioners with thorough information on the most important problems and developed technologies in the area. Video segmentation is a fundamental topic for video understanding in computer vision. Segmenting unique objects in a given video is useful for a variety of applications, including video conference, video editing, surveillance, and autonomous driving. Given the revolution of deep learning in computer vision problems, numerous new tasks, datasets, and methods have been recently proposed in the domain of segmentation. The book includes these recent results and findings in large-scale video object segmentation as well as benchmarks in large-scale human-centric video analysis in complex events. The authors provide readers with a comprehensive understanding of the challenges involved in video object segmentation, as well as the most effective methods for resolving them. .
650 0 _aComputer vision.
650 0 _aImage processing.
650 0 _aImage processing
_xDigital techniques.
_964228
650 0 _aComputer science.
_958552
650 0 _aPattern recognition systems.
_965547
650 1 4 _aComputer Vision.
650 2 4 _aImage Processing.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_965550
650 2 4 _aComputer Science.
_958552
650 2 4 _aAutomated Pattern Recognition.
_965551
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:
_z9783031446559
776 0 8 _iPrinted edition:
_z9783031446573
776 0 8 _iPrinted edition:
_z9783031446580
830 0 _aSynthesis Lectures on Computer Vision,
_x2153-1064
_965555
856 4 0 _uhttps://doi.org/10.1007/978-3-031-44656-6
912 _aZDB-2-SXSC
999 _c56832
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