Semi-Supervised video object segmentation with super-trajectories
We introduce a semi-supervised video segmentation approach based on an efficient video representation, called as “super-trajectory”. A super-trajectory corresponds to a group of compact point trajectories that exhibit consistent motion patterns, similar appearances, and close spatiotemporal relationships. We generate the compact trajectories using a probabilistic model, which enables handling of occlusions and drifts effectively. To reliably group point trajectories, we adopt the density peaks...[Show more]
|Collections||ANU Research Publications|
|Source:||IEEE Transactions on Pattern Analysis and Machine Intelligence|
|01_Wang_Semi-Supervised_video_object_2019.pdf||1.37 MB||Adobe PDF||Request a copy|
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