吉林大学学报(工学版) ›› 2016, Vol. 46 ›› Issue (3): 764-769.doi: 10.13229/j.cnki.jdxbgxb201603013

• Orginal Article • Previous Articles     Next Articles

Space occupancy estimating method based on remote sensing images

YU De-xin1, 2, 3, LIU Chun-yu2, ZHENG Kun2, GUO Ya-juan2, ZHAO Xin2   

  1. 1.State Key Laboratory of Automotive Simulation and Control, Jilin University, Changchun 130022,China;
    2.College of Transportation, Jilin University, Changchun 130022,China;
    3.Jilin Province Key Laboratory of Road Traffic,Jilin University, Changchun 130022,China
  • Received:2014-11-17 Online:2016-06-20 Published:2016-06-20

RICH HTML

0   

PDF (PC)

237

Abstract: A space occupancy estimating method based on remote sensing images is proposed.First,Hough transform is used to estimate the length of the road.Then, fuzzy processing technique is applied to estimate the length of vehicles.Finally, the vehicle space occupancy is estimated.Simulation experiments are carried out using OpenCV under VC+ +6.0 environment. Simulation Results show that the proposed method can accurately estimate the vehicle space occupancy on the road.

Key words: engineering of communication and transportation system, remote sensing images, fuzzy processing technology, Hough transform, space occupancy

CLC Number: 

  • U491
[1] Miriam A, Fernando M, Margarita T. Road extraction from aerial images using a region competition algorithm[J]. IEEE Transactions on Image Processing,2006,15(5):1192-1201.
[2] Mokhtarzade M, Valadan M. Road detection from high-resolution satellite imagery using artificial neural networks[J].International Journal of Applied Earth Observation and Geoinformation,2007,9(1):32-40.
[3] 文贡坚,王润生. 从航空遥感图像中自动提取主要道路[J].软件学报,2000,11(7):957-964.
Wen Gong-jian, Wang Run-sheng. Automatic extraction of main road from the aviation remote sensing image[J]. Journal Software,2000,11(7):957-964.
[4] Pal S K, King R A. Image enhancement using smoothing with fuzzy sets[J]. IEEE Transactions on Systems, Man and Cybernetics,1981,11(7):494-501.
[5] Russo F. Evolutionary neural fuzzy systems for data filtering[J]. Instrumentation and Measurement Technology Conference, St. Paul, MN,1998:826-830.
[6] 王保平. 基于模糊技术的图像处理方法研究[D].西安:西安电子科技大学电子工程学院,2004.
Wang Bao-ping. Image processing method researching based on fuzzy technology[D].Xi'an:School of Electronic Engineering, Xidian University,2004.
[7] Princen J, Illingworth J, Kittler J. A formal definition of the Hough Transform properties and relationships[J]. Journal of Mathematical Imaging and Vision,1992,1(2):153-168.
[8] 杨名宇, 李刚. 利用区域信息的航拍图像分割[J]. 中国光学, 2014,7(5): 779-785.
Yang Ming-yu, Li Gang. Aerial image segmentation with region information[J]. Chinese Optics, 2014,7(5): 779-785.
[9] 王新华, 王晓坤. 十亿像素瞬态成像系统实时图像拼接[J]. 中国光学, 2015,8(5): 785-793.
Wang Xin-hua, Wang Xiao-kun,. Real time image mosaic of the transient gigapixel imaging system[J]. Chinese Optics, 2015,8(5): 785-793.
[10] 许佳佳. 结合Harris与SIFT算子的图像快速配准算法[J]. 中国光学, 2015,8(4): 574-581.
Xu Jia-jia. Fast image registration method based on Harris and SIFT algorithm[J]. Chinese Optics, 2015,8(4): 574-581.
[11] 张博研, 李广泽, 武星星. Quickbird遥感影像的车辆自动检测与运动参数估计[J]. 液晶与显示, 2015, 30(4): 687-694.
Zhang Bo-yan, Li Guang-ze, Wu Xing-xing. Speed estimation and automatic detection of moving vehicle from Quickbird satellite images[J]. Chinese Journal of Liquid Crystal and Displays,2015, 30(4): 687-694.
[12] 李新娥, 班皓, 沙巍,等. 一种大视场TDICCD相机的多传感器图像配准方法[J]. 液晶与显示, 2014, 29(4):644-648.
Li Xin-e, Ban Hao, Sha Wei,et al. Registration method of large field view and multi-sensor images of TDICCD cameras[J]. Chinese Journal of Liquid Crystal and Displays, 2014, 29(4): 644-648.
[13] Narasimhan K, Sudarshan C R, Nagarajan R. A comparison of contrast enhancement techniques in poor illuminated gray level and color images[J]. International Journal of Computer Applications,2011,25(2):17-25.
[14] Stark J A. Adaptive image contrast enhancement using Generalizations of histogram equalization[J]. IEEE Transactions on Image Processing,2000,9(5):269-280.
[15] Lee C S, Kuo Y H, Yu P T. Weighted fuzzy mean filters for image processing[J].Fuzzy Sets Syst,1997,89(2):157-180.
[16] Chabat F, Yang G, Hansell D. A corner orientation detector[J].Image and Vision Computing,1999,17(4):761-769.
[17] Peter I. Performance assessment of feature detection algorithms:methodology and case study on corner detectors[J].IEEE Transactions on Image Processing,2003,12(12):1668-1676.
[18] Smith S M, Brandy J M. SUSAN-a new approach to low level image processing[J].Computer Vision,1997,23(1):45-78.
[1] QU Da-yi,YANG Jing-ru,BING Qi-chun,WANG Wu-lin,ZHOU Jing-chun. Arterial traffic offset optimization based on queue characteristics at adjacent intersections [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1685-1693.
[2] LI Zhi-hui, HU Yong-li, ZHAO Yong-hua, MA Jia-lei, LI Hai-tao, ZHONG Tao, YANG Shao-hui. Locating moving pedestrian from running vehicle [J]. 吉林大学学报(工学版), 2018, 48(3): 694-703.
[3] SHAO Sai, BI Jun, GUAN Wei. Electric vehicle routing problem with charging and dynamic customer demands [J]. 吉林大学学报(工学版), 2017, 47(6): 1688-1695.
[4] SUN Zong-yuan, FANG Shou-en. Hierarchical clustering algorithm of moving vehicle trajectories in entrances and exits freeway [J]. 吉林大学学报(工学版), 2017, 47(6): 1696-1702.
[5] ZHANG Zhe, JIA Li-min, QIN Yong, YUN Ting. Equalization-based feedback control model of pedestrian counter flow [J]. 吉林大学学报(工学版), 2017, 47(6): 1728-1737.
[6] LI Xian-sheng, MENG Fan-song, ZHENG Xuan-lian, REN Yuan-yuan, YAN Jia-hui. Driver's visual characteristics based on stress response [J]. 吉林大学学报(工学版), 2017, 47(5): 1403-1410.
[7] LI Zhi-hui, WANG Kun-wei, SONG Xian-min, LIU Xin-shan, SHEN Yao, LUO Rui-qi. Roundabout travel time prediction based on characteristics of lane choosing [J]. 吉林大学学报(工学版), 2017, 47(5): 1411-1419.
[8] LI Ye, WANG Wei, XING Lu, WANG Hao, DONG Chang-yin. Improving traffic efficiency of highway by integration of adaptive cruise control and variable speed limit control [J]. 吉林大学学报(工学版), 2017, 47(5): 1420-1425.
[9] WAN Ping, WU Chao-zhong, LIN Ying-zi, MA Xiao-feng. Driving anger detection based on multivariate time series features of driving behavior [J]. 吉林大学学报(工学版), 2017, 47(5): 1426-1435.
[10] JIANG Pan, YANG Jia-qi, FANG Rui-wei. Bi-level programming model for optimization of urban agglomeration comprehensive transportation corridor layout [J]. 吉林大学学报(工学版), 2017, 47(4): 1061-1067.
[11] WANG Lei, LIU Zhao, LIU Yang. Shift quality evaluation based on human response spectrum analysis [J]. 吉林大学学报(工学版), 2017, 47(3): 725-730.
[12] ZHAO Xue-yu, YANG Jia-qi, PENG Ya-mei. Competitive and cooperative relationship evolution mechanism between urban rail transit and traditional bus [J]. 吉林大学学报(工学版), 2017, 47(3): 756-764.
[13] QU Da-yi, WAN Meng-fei, LI Juan, WANG Jin-zhan, XU Xiang-hua. Offset optimization of arterial traffic based on traffic-wave theory and it control method [J]. 吉林大学学报(工学版), 2017, 47(2): 429-437.
[14] WU Wen-jing, WANG Zhan-zhong, MA Fang-wu. Simulation analysis of evolutionary game of pedestrians' group behaviors under influence of herd behavior: in case of crossing behavior [J]. 吉林大学学报(工学版), 2017, 47(1): 92-96.
[15] SHANG Qiang, YANG Zhao-sheng, ZHANG Wei, Bing Qi-chun, ZHOU Xi-yang. Short-term traffic flow prediction based on singular spectrum analysis and CKF-LSSVM [J]. 吉林大学学报(工学版), 2016, 46(6): 1792-1798.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
Copyright © Journal of Jilin University(Engineering and Technology Edition), All Rights Reserved.
Tel: +86-431-85095297　Fax: +86-431-85094074　E-mail: xbgxb@jlu.edu.cn
Powered by Beijing Magtech Co. Ltd