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Super-Trajectory for Video Segmentation

Wang, Wenguan; Shen, Jianbing; Xie, Jianwen; Porikli, Fatih

Description

We introduce a novel semi-supervised video segmentation approach based on an efficient video representation, called as “super-trajectory”. Each super-trajectory corresponds to a group of compact trajectories that exhibit consistent motion patterns, similar appearance and close spatiotemporal relationships. We generate trajectories using a probabilistic model, which handles occlusions and drifts in a robust and natural way. To reliably group trajectories, we adopt a modified version of the...[Show more]

CollectionsANU Research Publications
Date published: 2017
Type: Conference paper
URI: http://hdl.handle.net/1885/210467
Source: Proceedings of the IEEE International Conference on Computer Vision
Book Title: 16th IEEE International Conference on Computer Vision, ICCV 2017
DOI: 10.1109/ICCV.2017.185

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