Learning the regularization operator for the optical flow problem

DOI10.1134/S0361768818030040zbMath1455.68240OpenAlexW2807606753MaRDI QIDQ2216878

A. I. Kuzmin

Publication date: 17 December 2020

Published in: Programming and Computer Software (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1134/s0361768818030040

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Machine vision and scene understanding (68T45) Inverse problems in optimal control (49N45)

Uses Software

• Adam
• FlowNet
• EpicFlow
• DeepFlow
• UnFlow

Cites Work

• Nonlinear total variation based noise removal algorithms
• Determining optical flow
• Computer Vision - ECCV 2004
• Total Generalized Variation

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