Research Article
Traffic Image Classification using Horizontal Slice Algorithm
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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| Volume 148 - Issue 11 |
| Published: Aug 2016 |
| Authors: Luong Anh Tuan Nguyen, Thi-Ngoc-Thanh Nguyen |
10.5120/ijca2016911297
|
Luong Anh Tuan Nguyen, Thi-Ngoc-Thanh Nguyen . Traffic Image Classification using Horizontal Slice Algorithm. International Journal of Computer Applications. 148, 11 (Aug 2016), 30-34. DOI=10.5120/ijca2016911297
@article{ 10.5120/ijca2016911297,
author = { Luong Anh Tuan Nguyen,Thi-Ngoc-Thanh Nguyen },
title = { Traffic Image Classification using Horizontal Slice Algorithm },
journal = { International Journal of Computer Applications },
year = { 2016 },
volume = { 148 },
number = { 11 },
pages = { 30-34 },
doi = { 10.5120/ijca2016911297 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2016
%A Luong Anh Tuan Nguyen
%A Thi-Ngoc-Thanh Nguyen
%T Traffic Image Classification using Horizontal Slice Algorithm%T
%J International Journal of Computer Applications
%V 148
%N 11
%P 30-34
%R 10.5120/ijca2016911297
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Traffic image classification to identify the traffic density will support the traffic problems such as intelligent traffic signal control, traffic planning, etc. This paper proposes a novel traffic image classification method based on horizontal slice algorithm and histogram. The system model is designed and evaluated with the image datasets of Ho Chi Minh city, Vietnam. The best accuracy result can obtain 91%.
References
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- Rafael C.Gonzalez, Richard E. Woods ( 1993), Digital Image Processing, Addison Wesley Pub.Comp.
- Luong Anh Tuan Nguyen, Huu Khuong Nguyen. Traffic Density Identification Based On Histogram. Journal of Transportation Science and Technology, ISSN: 1859-4263, Vol 15-05/2015, pp 23-27.
- Xiangyun Ye, Mohamed Cheriet, Senior Member, Ching Y. Suen (2001), Stroke-Model-Based Character Extraction from Gray-Level Document Images, IEEE.
- C. C. Sun. S. J. Ruan, M. C. Shie, T. W. Pai, “Dynamic Contrast Enhancement based on Histogram Specification,” IEEE Transactions on Consumer Electronics, 51(4), pp.1300-1305, 2005.
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