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
  • [21] Fully automatic road network extraction from satellite images
    Tuncer, Onur
    2007 3RD INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN SPACE TECHNOLOGIES, VOLS 1 AND 2, 2007, : 708 - 714
  • [22] Road network extraction from high resolution satellite images
    Li Gang
    Lai Shunnan
    Li Sheng
    Computer Aided Drafting,Design and Manufacturing, 2016, (02) : 1 - 7
  • [23] NEW NEURAL NETWORK AND AN IMAGE POSTPROCESSING METHOD FOR HIGH RESOLUTION SATELLITE IMAGERY ROAD EXTRACTION
    Li, Yuxia
    Peng, Bo
    Fan, Kunlong
    Yuan, Lang
    Tong, Ling
    He, Lei
    2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019), 2019, : 3935 - 3938
  • [24] BMDCNet: A Satellite Imagery Road Extraction Algorithm Based on Multilevel Road Feature
    Wang, Chenggong
    Lu, Junyu
    Chen, Zehua
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 21
  • [25] Research Status on Road Information Extraction from High Resolution Imagery
    Chen, Hao
    Ma, Li
    Liang, Tian
    MANUFACTURING PROCESS AND EQUIPMENT, PTS 1-4, 2013, 694-697 : 1970 - +
  • [26] IKONOS satellite imagery and its use in automated road extraction
    Dial, G
    Gibson, L
    Poulsen, R
    AUTOMATIC EXTRACTION OF MAN-MADE OBJECTS FROM AERIAL AND SPACE IMAGES (III), 2001, : 357 - 367
  • [27] A Multiscale and Multidirection Feature Fusion Network for Road Detection From Satellite Imagery
    Wang, Yuchuan
    Tong, Ling
    Luo, Shiyu
    Xiao, Fanghong
    Yang, Jiaxing
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 62 : 1 - 18
  • [28] An Integrated Multistage Framework for Automatic Road Extraction from High Resolution Satellite Imagery
    T. T. Mirnalinee
    Sukhendu Das
    Koshy Varghese
    Journal of the Indian Society of Remote Sensing, 2011, 39 : 1 - 25
  • [29] An Integrated Multistage Framework for Automatic Road Extraction from High Resolution Satellite Imagery
    Mirnalinee, T. T.
    Das, Sukhendu
    Varghese, Koshy
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2011, 39 (01) : 1 - 25
  • [30] FEATURE EXTRACTION AND TRACKING OF CNN SEGMENTATIONS FOR IMPROVED ROAD DETECTION FROM SATELLITE IMAGERY
    Li, Tianyu
    Comer, Mary
    Zerubia, Josiane
    2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2019, : 2641 - 2645
12345