Automated Waterline Extraction for Optimal Land Use A Case Study in Crete

被引:1
作者
Ragia, Lemonia [1 ]
Paravolidakis, Vassilis [2 ]
Moirogiorgou, Konstantia [2 ]
Zervakis, Michalis [2 ]
机构
[1] Tech Univ Crete, Sch Environm Engn, Khania, Greece
[2] Tech Univ Crete, Sch Elect & Comp Engn, Khania, Greece
来源
PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON GEOGRAPHICAL INFORMATION SYSTEMS THEORY, APPLICATIONS AND MANAGEMENT (GISTAM) | 2016年
关键词
Image Processing; Waterline Extraction; Web Application; Land Use;
D O I
10.5220/0005934000990104
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Coastal areas in Greece play an important role to the economic growth of the country. Especially in the islands as a major tourist destination, new tourist infrastructure is continuously being built. To optimize land use and protect current infrastructure, we need to properly define the waterline. In addition, the waterline is changing dynamically due to climate change and weather conditions, so it has to be monitored. The proposed framework is focused on the automatic extraction of waterline from aerial images using advanced image processing techniques. We plan to integrate the Greek cadastral data in the framework and along with spatial data analysis to be able to proceed with both coastal and cadastral data. Additional functionalities are provided to the planners, through metrics for distance and surface area calculations, in order to extract useful information for sustainable region planning of the coastal area. The results can be visualized in the images with the metrics of interest.
引用
收藏
页码:99 / 104
页数:6
相关论文
共 12 条
  • [1] Shoreline definition and detection: A review
    Boak, EH
    Turner, IL
    [J]. JOURNAL OF COASTAL RESEARCH, 2005, 21 (04) : 688 - 703
  • [2] NEW PHOTOGRAMMETRIC METHOD FOR DETERMINING SHORELINE EROSION
    DOLAN, R
    HAYDEN, B
    HEYWOOD, J
    [J]. COASTAL ENGINEERING, 1978, 2 (01) : 21 - 39
  • [3] Google Earth, 2014, GOOGL EARTH VIRT GLO
  • [4] SNAKES - ACTIVE CONTOUR MODELS
    KASS, M
    WITKIN, A
    TERZOPOULOS, D
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 1987, 1 (04) : 321 - 331
  • [5] Automated extraction of coastline from satellite imagery by integrating Canny edge detection and locally adaptive thresholding methods
    Liu, H
    Jezek, KC
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2004, 25 (05) : 937 - 958
  • [6] Quantitative Analysis of the Waterline Method for Topographical Mapping of Tidal Flats: A Case Study in the Dongsha Sandbank, China
    Liu, Yongxue
    Li, Manchun
    Zhou, Minxi
    Yang, Kang
    Mao, Liang
    [J]. REMOTE SENSING, 2013, 5 (11): : 6138 - 6158
  • [7] THRESHOLD SELECTION METHOD FROM GRAY-LEVEL HISTOGRAMS
    OTSU, N
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1979, 9 (01): : 62 - 66
  • [8] Perona P., 1987, Proceedings of the IEEE Computer Society Workshop on Computer Vision (Cat. No.87TH0210-5), P16
  • [9] Shemesh Michal, 2011, Advances in Visual Computing. Proceedings 7th International Symposium, ISVC 2011, P180
  • [10] Synolakis C.E., 2008, P SOLUTIONS COASTAL, P495