Massively parallel Lucas Kanade optical flow for real-time video processing applications

2014 ◽  
Vol 11 (4) ◽  
pp. 713-730 ◽  
Author(s):  
Aurélien Plyer ◽  
Guy Le Besnerais ◽  
Frédéric Champagnat
Keyword(s):  
Optical Flow ◽  
Real Time ◽  
Video Processing ◽  
Massively Parallel

The Realization of Real-Time Motion Tracking Algorithm Based on FPGA

2014 ◽  
Vol 926-930 ◽  
pp. 3302-3305 ◽  
Author(s):  
Dong Ming Liu ◽  
Chao Liu ◽  
Hai Wei Mu
Keyword(s):  
Optical Flow ◽  
Real Time ◽  
Video Processing ◽  
Motion Tracking ◽  
Tracking Algorithm ◽  
Development System ◽  
The Real ◽  
Time Motion ◽  
Processing Platform

With the FPGA technology progressing, the speed, the internal multiplier and the internal RAM of the FPGA are increasing. Its internal resource can be allocated flexibility, and there is no limit on the pipeline stages, so it is more suitable for real-time video processing comparing with the previous DSP and PC. By this reason, the DE2 development system is selected as the real-time video processing platform, which has a core of the Cyclone II series FPGA, in which the calculation of LK-algorithm-based real-time optical flow is implemented. Finally, by the reasonable overall arrangement for the pipeline and the sub-pipeline, the system achieves the real-time video motion tracking for the 640×480 resolution 30 frames/s images.

MODIFIED METHOD FOR REAL-TIME COMPUTING DENSE OPTICAL FLOW ON FPGA

2019 ◽  
Vol 70 ◽  
pp. 146-157
Author(s):  
A. V. Bratulin ◽  
◽  
M. B. Nikiforov ◽  
A. I. Efimov ◽  
◽  
...  
Keyword(s):  
Optical Flow ◽  
Real Time ◽  
Modified Method ◽  
Dense Optical Flow ◽  
Real Time Computing

Design of a real-time video processing system with FPGA

2002 ◽  
Author(s):  
Wei Liu ◽  
Zeying Chi ◽  
Wenjian Chen
Keyword(s):  
Real Time ◽  
Video Processing ◽  
Processing System
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