Research on the road network extraction from satellite imagery

被引：0
|
作者：
Yun, Lili [1 ]
Uchimura, Keiichi [1 ]
机构：
[1] Kumamoto Univ, Grad Sch Sci & Technol, Kumamoto 8608555, Japan
来源：
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES | 2008年 / E91A卷 / 01期
关键词：
GIS; High-resolution satellite imagery; Road network extraction; Road tracking; Self-organizing map;
D O I：
10.1093/ietfec/e91-a.1.433
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this letter, a semi-automatic method for road network extraction from high-resolution satellite images is proposed. First, we focus on detecting the seed points in candidate road regions using a method of self-organizing map (SOM). Then, an approach to road tracking is presented, searching for connected points in the direction and candidate domain of a road. A study of Geographical Information Systems (GIS) using high-resolution satellite images is presented in this letter. Experimental results verified the effectiveness and efficiency of this approach. key words: high-resolution satellite imagery, road network extraction, selforganizing map, road tracking, GIS.
引用
收藏
页码：433 / 436
页数：4
相关论文
共 50 条
  • [31] A Fuzzy based Road Network Extraction from Degraded Satellite Images
    Abraham, Lizy
    Sasikumar, M.
    2013 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2013, : 2032 - 2036
  • [32] NEW NETWORK BASED ON D-LINKNET AND DENSENET FOR HIGH RESOLUTION SATELLITE IMAGERY ROAD EXTRACTION
    Peng, Bo
    Li, Yuxia
    Fan, Kunlong
    Yuan, Lang
    Tong, Ling
    He, Lei
    2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 3939 - 3942
  • [33] NEW NETWORK BASED ON D-LINKNET AND RESNEXT FOR HIGH RESOLUTION SATELLITE IMAGERY ROAD EXTRACTION
    Fan, Kunlong
    Li, Yuxia
    Yuan, Lang
    Si, Yu
    Tong, Ling
    IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 2599 - 2602
  • [34] Automatic extraction of road network from SAR imagery based on genetic algorithm
    Jia, Cheng-Li
    Zhao, Ling-Jun
    Wu, Qi-Chang
    Kuang, Gang-Yao
    Jisuanji Xuebao/Chinese Journal of Computers, 2007, 30 (07): : 1186 - 1194
  • [35] Stagewise Weakly Supervised Satellite Imagery Road Extraction Based on Road Centerline Scribbles
    Wang W.
    Xie S.
    Yan H.
    Zhang C.
    Wu M.
    Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications, 2023, 46 (02): : 84 - 90
  • [36] Dense Refinement Residual Network for Road Extraction From Aerial Imagery Data
    Eerapu, Karuna Kumari
    Ashwath, Balraj
    Lal, Shyam
    Dellacqua, Fabio
    Dhan, A. V. Narasimha
    IEEE ACCESS, 2019, 7 : 151764 - 151782
  • [37] Automated Road Extraction from Satellite Imagery Using Hybrid Genetic Algorithms and Cluster Analysis
    Liu, H.
    Li, J.
    Chapman, M. A.
    JOURNAL OF ENVIRONMENTAL INFORMATICS, 2003, 1 (02) : 40 - 47
  • [38] Road Map Extraction from Satellite Imagery Using Connected Component Analysis and Landscape Metrics
    Jitkajornwanich, Kulsawasd
    Vateekul, Peerapon
    Panboonyuen, Teerapong
    Lawawirojwong, Siam
    Srisonphan, Siwapon
    2017 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2017, : 3435 - 3442
  • [39] Automatic circuity and accessibility extraction by road graph network and its application with high-resolution satellite imagery
    Lee, K
    Ryu, HY
    IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET, 2004, : 3144 - 3146
  • [40] City-Scale Road Extraction from Satellite Imagery v2: Road Speeds and Travel Times
    Van Etten, Adam
    2020 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), 2020, : 1775 - 1784
12345