Real-time optical flow processing on embedded GPU: an hardware-aware algorithm to implementation strategy

Determining the optical flow of a video is a compute-intensive task essential for computer vision. For achieving this processing in real time, the whole algorithm deployment chain must be thought of for efficiency first. The development is usually divided into two parts: first, designing an algorith...

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Bibliographic Details
Published in:	Journal of real-time image processing Vol. 19; no. 2; pp. 317 - 329
Main Authors:	Seznec, Mickaël, Gac, Nicolas, Orieux, François, Naik, Alvin Sashala
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.04.2022 Springer Nature B.V Springer Verlag
Subjects:	Accuracy Algorithms Computer Graphics Computer Science Computer vision Embedded systems Engineering Sciences Field programmable gate arrays Graphics processing units Hardware Image Processing and Computer Vision Impact analysis Industrial applications Linear algebra Methods Microprocessors Multimedia Information Systems Numerical analysis Optical flow (image analysis) Optimization Original Research Paper Pattern Recognition Real time Signal and Image processing Signal,Image and Speech Processing Solvers GPU optimization Linear solvers Algorithm design Image processing Optical flow Linear Solvers Image Processing Optical Flow GPU Optimization
ISSN:	1861-8200, 1861-8219
Online Access:	Get full text
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