03467nam a22006015i 4500 978-3-031-44656-6 DE-He213 20251030110855.0 cr nn 008mamaa 231215s2024 sz | s |||| 0|eng d 9783031446566 978-3-031-44656-6 10.1007/978-3-031-44656-6 doi TA1634 UYQV bicssc COM016000 bisacsh UYQV thema Xu, Ning. author. aut http://id.loc.gov/vocabulary/relators/aut 67958 Video Object Segmentation [electronic resource] : Tasks, Datasets, and Methods / by Ning Xu, Weiyao Lin, Xiankai Lu, Yunchao Wei. 1st ed. 2024. Cham : Springer International Publishing : Imprint: Springer, 2024. VIII, 187 p. 64 illus., 62 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Synthesis Lectures on Computer Vision, 2153-1064 Introduction -- VOS -- YouTubeVOS Challenges. This 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. . Computer vision. Image processing. Image processing Digital techniques. 64228 Computer science. 58552 Pattern recognition systems. 65547 Computer Vision. Image Processing. Computer Imaging, Vision, Pattern Recognition and Graphics. 65550 Computer Science. 58552 Automated Pattern Recognition. 65551 Lin, Weiyao. author. aut http://id.loc.gov/vocabulary/relators/aut 67959 Lu, Xiankai. author. aut http://id.loc.gov/vocabulary/relators/aut 67960 Wei, Yunchao. author. aut http://id.loc.gov/vocabulary/relators/aut 67961 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031446559 Printed edition: 9783031446573 Printed edition: 9783031446580 Synthesis Lectures on Computer Vision, 2153-1064 65555 https://doi.org/10.1007/978-3-031-44656-6 ZDB-2-SXSC 56832 56832