• Acta Optica Sinica
  • Vol. 42, Issue 16, 1610001 (2022)
Fei Wei, Chang Liu*, and Jun Qiu
Author Affiliations
  • Institute of Applied Mathematics, Beijing Information Science and Technology University, Beijing 100101, China
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    DOI: 10.3788/AOS202242.1610001 Cite this Article Set citation alerts
    Fei Wei, Chang Liu, Jun Qiu. Scene Disparity Reconstruction from Light Field Based on Fourier Disparity Layer Representation[J]. Acta Optica Sinica, 2022, 42(16): 1610001 Copy Citation Text show less
    Schematic diagram for generating new viewpoint diagrams in disparity layers
    Fig. 1. Schematic diagram for generating new viewpoint diagrams in disparity layers
    Disparity layer images of different scenes. (a1)-(a10) cotton scene; (b1)-(b10) platonic scene
    Fig. 2. Disparity layer images of different scenes. (a1)-(a10) cotton scene; (b1)-(b10) platonic scene
    Results of NCC simulation data experiment. (a) Central view image; (b) initial disparity map; (c) filled disparity map; (d) optimized disparity map; (e) ground truth disparity map
    Fig. 3. Results of NCC simulation data experiment. (a) Central view image; (b) initial disparity map; (c) filled disparity map; (d) optimized disparity map; (e) ground truth disparity map
    Results of NCC actual data experiment. (a) Central view image; (b) initial disparity map; (c) filled disparity map; (d) optimized disparity map
    Fig. 4. Results of NCC actual data experiment. (a) Central view image; (b) initial disparity map; (c) filled disparity map; (d) optimized disparity map
    Results of cosine simulation data experiment. (a) Central view image; (b) initial disparity map; (c) filled disparity map; (d) optimized disparity map; (e) ground truth disparity map
    Fig. 5. Results of cosine simulation data experiment. (a) Central view image; (b) initial disparity map; (c) filled disparity map; (d) optimized disparity map; (e) ground truth disparity map
    Results of cosine actual data experiment. (a) Central view image; (b) initial disparity map; (c) filled disparity map; (d) optimized disparity map
    Fig. 6. Results of cosine actual data experiment. (a) Central view image; (b) initial disparity map; (c) filled disparity map; (d) optimized disparity map
    Disparity profile of scene 1 in horizontal direction. (a) Central view image; (b) disparity profile in initial disparity map; (c) disparity profile in optimized disparity map
    Fig. 7. Disparity profile of scene 1 in horizontal direction. (a) Central view image; (b) disparity profile in initial disparity map; (c) disparity profile in optimized disparity map
    Disparity profile of scene 2 in horizontal direction. (a) Central view image; (b) disparity profile in initial disparity map; (c) disparity profile in optimized disparity map
    Fig. 8. Disparity profile of scene 2 in horizontal direction. (a) Central view image; (b) disparity profile in initial disparity map; (c) disparity profile in optimized disparity map
    MethodMAEMSEBadPix(0.05)BadPix(0.1)PSNRSSIM
    Cosine0.15360.09480.32820.327658.36050.8907
    NCC0.08840.04590.28000.229561.50840.8607
    Table 1. Evaluation indexes of disparity map of cotton
    MethodMAEMSEBadPix(0.05)BadPix(0.1)PSNRSSIM
    Cosine0.06540.02540.26650.215264.08680.8812
    NCC0.05850.01640.26850.211665.98560.9303
    Table 2. Evaluation indexes of disparity map of platonic
    Fei Wei, Chang Liu, Jun Qiu. Scene Disparity Reconstruction from Light Field Based on Fourier Disparity Layer Representation[J]. Acta Optica Sinica, 2022, 42(16): 1610001
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