• Chinese Journal of Lasers
  • Vol. 50, Issue 23, 2309001 (2023)
Cencen Zhu1, Jia Li1、2、*, Qiuping Lan1, Xu Wang1, and Yanming Chen1、3
Author Affiliations
  • 1School of Earth Sciences and Engineering, Hohai University, Nanjing 211100, Jiangsu, China
  • 2Key Laboratory of Spatial-Temporal Big Data Analysis and Application of Natural Resources in Megacities, Ministry of Natural Resources, Shanghai 200063, China
  • 3Key Laboratory of Urban Land Resources Monitoring and Simulation, Ministry of Natural Resources, Shenzhen 518034, Guangdong, China
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    DOI: 10.3788/CJL230668 Cite this Article Set citation alerts
    Cencen Zhu, Jia Li, Qiuping Lan, Xu Wang, Yanming Chen. Riparian Line Extraction in Complex Environment Based on Line Scanning Data[J]. Chinese Journal of Lasers, 2023, 50(23): 2309001 Copy Citation Text show less
    Flow chart for riparian line extraction
    Fig. 1. Flow chart for riparian line extraction
    Diagram of rough river shoreline extraction
    Fig. 2. Diagram of rough river shoreline extraction
    Dynamic threshold removes the high point
    Fig. 3. Dynamic threshold removes the high point
    Shoreline “burr” points
    Fig. 4. Shoreline “burr” points
    Normal angle diagram
    Fig. 5. Normal angle diagram
    Normal gradient constraint joins adjacent points
    Fig. 6. Normal gradient constraint joins adjacent points
    Remove tidal points
    Fig. 7. Remove tidal points
    Remove high noise points
    Fig. 8. Remove high noise points
    Riverbank rough contour
    Fig. 9. Riverbank rough contour
    Real shoreline under the trees
    Fig. 10. Real shoreline under the trees
    Height statistics of coarse riverbank contour
    Fig. 11. Height statistics of coarse riverbank contour
    Adaptive dynamic threshold correction
    Fig. 12. Adaptive dynamic threshold correction
    Elevation histogram. (a) Single-peak elevation histogram; (b) bimodal elevation histogram
    Fig. 13. Elevation histogram. (a) Single-peak elevation histogram; (b) bimodal elevation histogram
    Normal gradient constraint result. (a) Normal gradient constraint theory; (b) real shoreline under raster diagram; (c) real shoreline points in CloudCompare software
    Fig. 14. Normal gradient constraint result. (a) Normal gradient constraint theory; (b) real shoreline under raster diagram; (c) real shoreline points in CloudCompare software
    Overlay of shoreline and imagery. (a) River shoreline map; (b) central island shoreline map;(c)overlapped map of extractive shoreline and actual shoreline
    Fig. 15. Overlay of shoreline and imagery. (a) River shoreline map; (b) central island shoreline map;(c)overlapped map of extractive shoreline and actual shoreline
    Statistical histogram of error distribution extracted from the river edge. (a) Contour tracking method; (b) our method
    Fig. 16. Statistical histogram of error distribution extracted from the river edge. (a) Contour tracking method; (b) our method
    Extraction results comparison of our method and contour tracking method in different environments. (a) Extraction result of central island by contour tracking method; (b) extraction result of central island by our method; (c) extraction result of river bank by contour tracking method; (d) extraction result of river bank by our method
    Fig. 17. Extraction results comparison of our method and contour tracking method in different environments. (a) Extraction result of central island by contour tracking method; (b) extraction result of central island by our method; (c) extraction result of river bank by contour tracking method; (d) extraction result of river bank by our method
    MethodRMSE /mCorrect number of points
    Contour tracking method0.2675278
    Ours0.2018362
    Table 1. River edge extraction error analysis table
    Cencen Zhu, Jia Li, Qiuping Lan, Xu Wang, Yanming Chen. Riparian Line Extraction in Complex Environment Based on Line Scanning Data[J]. Chinese Journal of Lasers, 2023, 50(23): 2309001
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