• Laser & Optoelectronics Progress
  • Vol. 56, Issue 6, 063002 (2019)
Jialin Liu1, Huiqin Wang1、*, Ke Wang1, Meng Wu1, Lijuan Zhao1, and Xiaohong Zhang2
Author Affiliations
  • 1 School of Information and Control Engineering, Xi'an University of Architecture and Technology, Xi'an, Shaanxi 710055, China
  • 2 Communication and Information Engineering, Xi'an University of Science and Technology, Xi'an, Shaanxi 710054, China
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    DOI: 10.3788/LOP56.063002 Cite this Article Set citation alerts
    Jialin Liu, Huiqin Wang, Ke Wang, Meng Wu, Lijuan Zhao, Xiaohong Zhang. Spectral Image Registration Method Based on SURF Maximum Submatrix[J]. Laser & Optoelectronics Progress, 2019, 56(6): 063002 Copy Citation Text show less
    Box filter. (a) x-scale; (b) y-scale; (c) xy-scale
    Fig. 1. Box filter. (a) x-scale; (b) y-scale; (c) xy-scale
    Multi-channel spectral original image and image after SURF registration. (a) Target image and multi-channel spectral image to be registered; (b) target image and multi-channel spectral image after SURF registration
    Fig. 2. Multi-channel spectral original image and image after SURF registration. (a) Target image and multi-channel spectral image to be registered; (b) target image and multi-channel spectral image after SURF registration
    Block diagram of MSM-SURF algorithm
    Fig. 3. Block diagram of MSM-SURF algorithm
    Effect image of superposition
    Fig. 4. Effect image of superposition
    Flow chart of maximum submatrix algorithm
    Fig. 5. Flow chart of maximum submatrix algorithm
    Maximum submatrix
    Fig. 6. Maximum submatrix
    Multichannel spectral images after MSM-SURF registration. (a) 580 nm; (b) 620 nm; (c) 715 nm
    Fig. 7. Multichannel spectral images after MSM-SURF registration. (a) 580 nm; (b) 620 nm; (c) 715 nm
    6-channel multi-spectral images of murals. (a) Mural A; (b) mural B
    Fig. 8. 6-channel multi-spectral images of murals. (a) Mural A; (b) mural B
    Test results with three inscribed rectangle detection methods. (a) T-SURF; (b) CD-SURF; (c) MSM-SURF
    Fig. 9. Test results with three inscribed rectangle detection methods. (a) T-SURF; (b) CD-SURF; (c) MSM-SURF
    MethodRMSEK /%Time /msRate /%
    ABABABAB
    T-SURF1.4021.42264.3062.603251301546.8743.76
    CD-SURF1.4051.41964.2061.1099785929.2127.62
    MSM-SURF1.4011.42163.7060.9095186253.1146.86
    Table 1. Registration result comparison among T-SURF, CD-SURF and MSM-SURF algorithms
    Jialin Liu, Huiqin Wang, Ke Wang, Meng Wu, Lijuan Zhao, Xiaohong Zhang. Spectral Image Registration Method Based on SURF Maximum Submatrix[J]. Laser & Optoelectronics Progress, 2019, 56(6): 063002
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