no code implementations • 28 Dec 2023 • Miaojie Feng, Longliang Liu, Hao Jia, Gangwei Xu, Xin Yang
This paper introduces FlowDA, an unsupervised domain adaptive (UDA) framework for optical flow estimation.
no code implementations • 6 Dec 2023 • Gangwei Xu, Shujun Chen, Hao Jia, Miaojie Feng, Xin Yang
The full 4D cost volume in Recurrent All-Pairs Field Transforms (RAFT) or global matching by Transformer achieves impressive performance for optical flow estimation.
1 code implementation • 4 Nov 2023 • Miaojie Feng, Junda Cheng, Hao Jia, Longliang Liu, Gangwei Xu, Qingyong Hu, Xin Yang
This architecture mitigates the multi-peak distribution problem in matching through the multi-peak lookup strategy, and integrates the coarse-to-fine concept into the iterative framework via the cascade search range.