Deep Optical Flow Learning Networks Combined with Attention Mechanism

Deep Optical Flow Learning Networks Combined with Attention Mechanism

In order to improve the accuracy of deep learning optical flow estimation based on encoder-decoder U-Net, a modified supervised deep optical flow learning network combined with attention mechanism is proposed, which consists of a contracting part and an expanding part. In contracting part, high-leve...

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Bibliographic Details
Main Author: ZHOU Haiyun, XIANG Xuezhi, ZHAI Mingliang, ZHANG Rongfang, WANG Shuai
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-11-01
Series:Jisuanji kexue yu tansuo
Subjects:
optical flow estimation
deep learning
attention mechanism
dilated convolution
prior constraints
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2444.shtml

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