Concepedia

An efficient real-time accelerator for high-accuracy DNN-based optical flow estimation in FPGA

Yuanxing Yan, Yehua Ling, Kai Huang, Gang Chen

Journal of Systems Architecture · 2022 · 20 citations · 25 references

DOI

Concepts

References

25

Determining optical flow

Berthold K. P. Horn, Brian G. Schunck · Artificial Intelligence · 1981 · 9.9K citations · Full text

Performance of optical flow techniques

John A. Barron, David J. Fleet, Steven S. Beauchemin · International Journal of Computer Vision · 1994 · 4.3K citations

, , +10

FlowNet: Learning Optical Flow with Convolutional Networks

Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg et al. · 2015 · 4.2K citations

, , +11

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Eddy Ilg, N. Michael Mayer, Tonmoy Saikia et al. · 2017 · 3.3K citations

, , +9

A Database and Evaluation Methodology for Optical Flow

Simon Baker, Daniel Scharstein, John Lewis et al. · International Journal of Computer Vision · 2010 · 2.2K citations · Full text

, , +12