Research on traditional and deep learning strategies based on optical flow estimation - a review

Research on traditional and deep learning strategies based on optical flow estimation - a review

Optical flow estimation captures the motion information of objects in a scene through analyzing the displacement of pixels in an image over time. This technology provides a powerful tool for vision systems, allowing them to understand and perceive changes in dynamic environments. Optical flow estima...

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Bibliographic Details
Main Authors: Yifan Wang, Wu Wang, Yang Li, Jinshi Guo, Yu Xu, Jiaqi Ma, Yu Ling, Yanan Fu, Yaodong Jia
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Optical flow
Deep learning
Backbone networks
Constraints
Training strategies
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157824001186

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