A Wavelet-based Algorithm for Vehicle Flow Information Extraction
This paper proposed an improved algorithm applied in video intelligent traffic control system for vehicle detection. The accuracy of original algorithm, which is based on the comparision of contrast and luminance distortion of present image with background, reduces greatly under bad weather because...
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| Main Authors: | , , , |
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| Format: | EJournal Article |
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Institute of Advanced Engineering and Science,
2013-01-13.
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| Online Access: | Get fulltext |
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| LEADER | 01870 am a22003013u 4500 | ||
|---|---|---|---|
| 001 | ijeecs1980_820 | ||
| 042 | |a dc | ||
| 100 | 1 | 0 | |a Qiao, Zhi |e author |
| 100 | 1 | 0 | |e contributor |
| 700 | 1 | 0 | |a Liang, Li-duan |e author |
| 700 | 1 | 0 | |a Shi, Lei |e author |
| 700 | 1 | 0 | |a Li, Ling-ling |e author |
| 245 | 0 | 0 | |a A Wavelet-based Algorithm for Vehicle Flow Information Extraction |
| 260 | |b Institute of Advanced Engineering and Science, |c 2013-01-13. | ||
| 520 | |a This paper proposed an improved algorithm applied in video intelligent traffic control system for vehicle detection. The accuracy of original algorithm, which is based on the comparision of contrast and luminance distortion of present image with background, reduces greatly under bad weather because of false detection caused by noises in captured images.In this paper we chose Daubechies wavelet as mother wavelet to add a 2-dimension wavelet process before the algorithm, just after the imageis captured, to de-noise each captured image. We used FPGA-based equipments to test the algorithm, and the experiment proved higher performance of improved algorithm, especially under bad weather. http://dx.doi.org/10.11591/telkomnika.v11i1.1916 | ||
| 540 | |a Copyright (c) 2013 Institute of Advanced Engineering and Science | ||
| 540 | |a http://creativecommons.org/licenses/by-nc-nd/4.0 | ||
| 546 | |a eng | ||
| 690 | |||
| 655 | 7 | |a info:eu-repo/semantics/article |2 local | |
| 655 | 7 | |a info:eu-repo/semantics/publishedVersion |2 local | |
| 655 | 7 | |2 local | |
| 786 | 0 | |n Indonesian Journal of Electrical Engineering and Computer Science; Vol 11, No 1: January 2013; 411-416 | |
| 786 | 0 | |n 2502-4760 | |
| 786 | 0 | |n 2502-4752 | |
| 786 | 0 | |n 10.11591/ijeecs.v11.i1 | |
| 787 | 0 | |n https://ijeecs.iaescore.com/index.php/IJEECS/article/view/1980/820 | |
| 856 | 4 | 1 | |u https://ijeecs.iaescore.com/index.php/IJEECS/article/view/1980/820 |z Get fulltext |