FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation

Author:

Shi Xiaoyu1,Huang Zhaoyang1,Li Dasong1,Zhang Manyuan1,Cheung Ka Chun2,See Simon2,Qin Hongwei3,Dai Jifeng4,Li Hongsheng1

Affiliation:

1. CUHK MMLab

2. NVIDIA AI Technology Center

3. SenseTime Research

4. Tsinghua University

Funder

National Key R&D Program of China

Publisher

IEEE

Reference82 articles.

1. FlowNet: Learning Optical Flow with Convolutional Networks

2. AutoFlow: Learning a Better Training Set for Optical Flow

3. An image is worth 16×16 words: Transformers for image recognition at scale;dosovitskiy;ArXiv Preprint,2020

4. A Quantitative Analysis of Current Practices in Optical Flow Estimation and the Principles Behind Them

5. Convmae: Masked convolution meets masked autoencoders;gao;ArXiv Preprint,2022

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5. Amodal Optical Flow;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

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