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Real time panoramic background subtraction on GPU
Date
2016-05-19
Author
BÜYÜKSARAÇ, SERDAR
Akar, Gözde
Temizel, Alptekin
Metadata
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This work is licensed under a
Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License
.
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In this study, we propose a method for panoramic background subtraction by using Pan-Tilt cameras in real-time. The proposed method is based on parallelization of image registration, panorama generation and background subtraction operations to run on Graphics Processing Unit (GPU). Experiments results showed that GPU usage increases speed of the algorithm 33 times without considerable performance loss and makes working real-time possible.
Subject Keywords
Background subtraction
,
Panorama extraction
,
Pan-tilt camera
,
Graphics processing unit (gpu)
,
Compute unified device architecture (cuda)
URI
https://hdl.handle.net/11511/32345
DOI
https://doi.org/10.1109/siu.2016.7495914
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Graduate School of Informatics, Conference / Seminar