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Instance As Identity: A Generic Online Paradigm for Video Instance Segmentation. (arXiv:2208.03079v2 [cs.CV] UPDATED)
Aug. 17, 2022, 1:12 a.m. | Feng Zhu, Zongxin Yang, Xin Yu, Yi Yang, Yunchao Wei
cs.CV updates on arXiv.org arxiv.org
Modeling temporal information for both detection and tracking in a unified
framework has been proved a promising solution to video instance segmentation
(VIS). However, how to effectively incorporate the temporal information into an
online model remains an open problem. In this work, we propose a new online VIS
paradigm named Instance As Identity (IAI), which models temporal information
for both detection and tracking in an efficient way. In detail, IAI employs a
novel identification module to predict identification number for …
arxiv cv identity paradigm segmentation video video instance segmentation
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