Apr 7, 2022 · In this paper, based on Transformer, we introduce the tracking-by-query MOT framework, and propose to apply semantic segmentation as an auxiliary task to ...
Apr 7, 2022 · We propose a Transformer-based multi-object tracking framework with feature dependent queries and assisted segmentation task to help solve the MOT problem.
Apr 7, 2022 · In this paper, based on Transformer, we introduce the tracking-by-query MOT framework, and propose to apply semantic segmentation as an ...
Oct 22, 2024 · In this paper, based on Transformer, we introduce the tracking-by-query MOT framework, and propose to apply semantic segmentation as an ...
SegDQ: Segmentation assisted multi-object tracking with dynamic query-based transformers ... Authors: Yating Liu; Tianxiang Bai; Yonglin Tian; Yutong Wang ...
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Segdq: Segmentation assisted multi-object tracking with dynamic query-based transformers. Y Liu, T Bai, Y Tian, Y Wang, J Wang, X Wang, FY Wang.
In this paper, based on Transformer, we introduce the tracking-by-query MOT framework, and propose to apply semantic segmentation as an auxiliary task to ...
Jun 20, 2024 · Liu et al. (2022) introduce SegDQ, a segmentation-assisted multi-object tracking method using dynamic query-based transformers, aiming to ...
SegDQ: Segmentation assisted multi-object tracking with dynamic query-based transformers. 91-101. view. electronic edition via DOI · unpaywalled version ...
Results show that the MotionFormer provides reasonably good tracking accuracy with a much lesser identity switching rate as compared to the other models.