Tracking any given object (s) spatially and temporally is a common purpose in Visual Object
Tracking (VOT) and Video Object Segmentation (VOS). Joint tracking and segmentation …

Abstract The Visual Object Tracking Segmentation VOTS2023 challenge is the eleventh
annual tracker benchmarking activity of the VOT initiative. This challenge is the first to merge …

In this paper, we introduce semi-supervised video object segmentation (VOS) to panoptic
wild scenes and present a large-scale benchmark as well as a baseline method for it …

Abstract The Visual Object Tracking challenge VOT2022 is the tenth annual tracker
benchmarking activity organized by the VOT initiative. Results of 93 entries are presented; …

Object trackers with transformer backbones have achieved robust performance on visual
object tracking datasets. However, the adversarial robustness of these trackers has not been …

This paper delves into the challenges of achieving scalable and effective multi-object
modeling for semi-supervised Video Object Segmentation (VOS). Previous VOS methods …

Video segmentation is an important research area in computer vision with numerous
applications such as video editing, autonomous driving, and robotics. However, little effort …

This book provides a thorough overview of recent progress in video object segmentation,
providing researchers and industrial practitioners with thorough information on the most …