03443nam a22006255i 4500 978-3-031-44660-3 DE-He213 20251030110848.0 cr nn 008mamaa 231204s2024 sz | s |||| 0|eng d 9783031446603 978-3-031-44660-3 10.1007/978-3-031-44660-3 doi TA1634 UYQV bicssc COM016000 bisacsh UYQV thema Xu, Ning. author. aut http://id.loc.gov/vocabulary/relators/aut 67958 Video Object Tracking [electronic resource] : Tasks, Datasets, and Methods / by Ning Xu, Weiyao Lin, Xiankai Lu, Yunchao Wei. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. VIII, 123 p. 50 illus., 49 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 Chapter 1 Introduction -- Chapter 2 Tracking -- Chapter 3 HiEve Challenge on VOT. 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. . Computer vision. Image processing. Image processing Digital techniques. 64228 Pattern recognition systems. 65547 Machine learning. 55059 Computer science. 58552 Computer Vision. Image Processing. Computer Imaging, Vision, Pattern Recognition and Graphics. 65550 Automated Pattern Recognition. 65551 Machine Learning. 55059 Computer Science. 58552 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: 9783031446597 Printed edition: 9783031446610 Printed edition: 9783031446627 Synthesis Lectures on Computer Vision, 2153-1064 65555 https://doi.org/10.1007/978-3-031-44660-3 ZDB-2-SXSC 56740 56740