Towards Robust Video Object Segmentation with Adaptive Object Calibration (ACM MM22, HUST&MSRA)
Автор: Neo-X
Загружено: 2022-08-27
Просмотров: 77
Описание:
Xiaohao Xu, ^1,2 Jinglu Wang, ^2 Xiang Ming, ^2 Yan Lu ^2
1 Huazhong University of Science & Technology
2 Microsoft Research Asia
Github project link:https://github.com/JerryX1110/Robust-...
Our paper is available at https://arxiv.org/abs/2207.00887
-Our pioneer study reals the fragility of current VOS models under perturbations.
-A new adaptive object calibration network that improves the robustness of VOS!
-An adaptive object proxy representation for robust correlation matching.
A discriminative object calibration module for robust mask decoding.
-State-of-the-art performance on standard VOS benchmarks and better robustness on the established VOS robustness benchmark.
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