Hierarchical Motion Field Alignment for Robust Optical Flow Estimation

Hierarchical Motion Field Alignment for Robust Optical Flow Estimation

Optical flow estimation is a fundamental and long-standing task in computer vision, facilitating the understanding of motion within visual scenes. In this study, we aim to improve optical flow estimation, particularly in challenging scenarios involving small and fast-moving objects. Specifically, we...

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Bibliographic Details
Main Authors: Dianbo Ma, Kousuke Imamura, Ziyan Gao, Xiangjie Wang, Satoshi Yamane
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Sensors
Subjects:
attention mechanisms
computer vision
correlation
deep learning
image processing
motion estimation
Online Access:https://www.mdpi.com/1424-8220/25/9/2653
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