LI Jian, CHEN Xiaoling, LIU Zixiao, TIAN Liqiao. Detection of Ships in Homogeneous from HJ-1 Optical Remote Sensing Images: A Case Study at the Poyang Lake[J]. Geomatics and Information Science of Wuhan University, 2015, 40(6): 727-731. DOI: 10.13203/j.whugis20130095
Citation: LI Jian, CHEN Xiaoling, LIU Zixiao, TIAN Liqiao. Detection of Ships in Homogeneous from HJ-1 Optical Remote Sensing Images: A Case Study at the Poyang Lake[J]. Geomatics and Information Science of Wuhan University, 2015, 40(6): 727-731. DOI: 10.13203/j.whugis20130095
shu

Detection of Ships in Homogeneous from HJ-1 Optical Remote Sensing Images: A Case Study at the Poyang Lake

    Abstract
  • Takingadvantageofhighspatial temporalresolutionofHJ 1CCDremotesensingdata,wedevelopedanEnhancedContrastboxmethodtodetectshipsforinlandorcoastalareas,whereshipde tectionisusuallyimpairedbythesevereheterogeneitiesofhighlyturbidwaters.First,thewholeareawaspartitionedintomanyuniformregionsbasedonobject orientedsegmentationalgorithm.Then,differentEnhancedContrastboxeswereemployedoneachpartition,asdefinedbyvariousparametercombinations.TheproposedmethodwastestedandvalidatedonPoyangLake,thelargestfreshwaterlakeinChina.Ascomparedtothresholdsegmentation,theproposedEnhancedContrastboxmethodshowedhigherperformanceintermsofPD(PercentofDetection)andFoM(FigureofMerit)atarateof85%and0.82respectively.ThisstudyprovidesanefficientwaytodetectshipsatlargescaleandhighfrequencybasedonHJ 1CCDopticalremotesensingdatafromthePoyangLakeaswellasotherinlandlakesorcoastalregions.
    • FullText(HTML)
  • loading
    • References (0)
    • Relative Articles
  • Supplements (0)

Catalog

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return