• Acta Optica Sinica
  • Vol. 43, Issue 6, 0610001 (2023)
Dongchen Dai1、2, Lina Zheng1、*, Yu Zhang1、2, Haijiang Wang1、2, Qi Kang1, and Yang Zhang1
Author Affiliations
  • 1Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, Jilin, China
  • 2University of Chinese Academy of Sciences, Beijing 100049, China
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    DOI: 10.3788/AOS221506 Cite this Article Set citation alerts
    Dongchen Dai, Lina Zheng, Yu Zhang, Haijiang Wang, Qi Kang, Yang Zhang. Sharpness Detection Method for Aerial Camera Images Based on Digital Elevation Model[J]. Acta Optica Sinica, 2023, 43(6): 0610001 Copy Citation Text show less
    Schematic diagram of aerial imaging model
    Fig. 1. Schematic diagram of aerial imaging model
    Schematic diagram of reprojection error
    Fig. 2. Schematic diagram of reprojection error
    Schematic diagram of Gauss imaging theorem and focal plane variation
    Fig. 3. Schematic diagram of Gauss imaging theorem and focal plane variation
    Schematic diagram of sharpness detection method based on DEM
    Fig. 4. Schematic diagram of sharpness detection method based on DEM
    Sharpness detection result of weak feature areas by proposed algorithm
    Fig. 5. Sharpness detection result of weak feature areas by proposed algorithm
    Aerial image obtained after sharpness detection by proposed algorithm and mechanical structure adjustment
    Fig. 6. Aerial image obtained after sharpness detection by proposed algorithm and mechanical structure adjustment
    Sharpness detection normalization function curves of classical sharpness detection algorithms and proposed algorithm in weak characteristic areas
    Fig. 7. Sharpness detection normalization function curves of classical sharpness detection algorithms and proposed algorithm in weak characteristic areas
    AlgorithmSharpness detection accuracy of strong characteristic areaSharpness detection accuracy of weak characteristic area
    Brenner20.8×
    Laplacian28.4×
    Robert25.8×
    Sobel19.7×
    Proposed algorithm15.816.3
    Table 1. Comparison of detection accuracies of different sharpness detection methods for strong characteristic areas and weak characteristic areas
    Pixel coordinate of feature point in previous image(upper left corner is origin)Root-mean-square error of image sharpness parameter calculation /μm
    Root-mean-square error of total error16.275
    (4231,2875)16.275
    (3491,2943)16.778
    (3486,3082)14.314
    (2058,3152)14.210
    (1789,2645)14.573
    (1560,2693)14.928
    (74,2610)17.806
    (4229,2596)18.324
    (3499,2551)13.877
    (3482,2703)15.002
    Table 2. Influence of feature point position in weak feature areas on sharpness detection accuracy
    Dongchen Dai, Lina Zheng, Yu Zhang, Haijiang Wang, Qi Kang, Yang Zhang. Sharpness Detection Method for Aerial Camera Images Based on Digital Elevation Model[J]. Acta Optica Sinica, 2023, 43(6): 0610001
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