• Laser & Optoelectronics Progress
  • Vol. 55, Issue 4, 041008 (2018)
Huixian Yang, Jian Liu*, Mengjuan Zhang, and Jinfang Zeng
Author Affiliations
  • School of Physics and Optoelectronics, Xiangtan University, Xiangtan, Hunan 411105, China
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    DOI: 10.3788/LOP55.041008 Cite this Article Set citation alerts
    Huixian Yang, Jian Liu, Mengjuan Zhang, Jinfang Zeng. Face Recognition Algorithm Based on Orthogonal Gradient Difference Local Directional Pattern[J]. Laser & Optoelectronics Progress, 2018, 55(4): 041008 Copy Citation Text show less
    Kirsch operators in eight directions
    Fig. 1. Kirsch operators in eight directions
    Principle diagram of OGDLDP algorithm
    Fig. 2. Principle diagram of OGDLDP algorithm
    Different sizes of Kirsch operators in the east direction
    Fig. 3. Different sizes of Kirsch operators in the east direction
    Flow chart of OGDLDP code
    Fig. 4. Flow chart of OGDLDP code
    Flow chart of OGDLDP face recognition
    Fig. 5. Flow chart of OGDLDP face recognition
    Part of (a) YALE and (b) AR face databases
    Fig. 6. Part of (a) YALE and (b) AR face databases
    Part of different block recognition rates of (a) YALE and (b) AR face databases
    Fig. 7. Part of different block recognition rates of (a) YALE and (b) AR face databases
    Experimental results of YALE face database
    Fig. 8. Experimental results of YALE face database
    AlgorithmIdentification rate /%
    2345
    LDP78.3482.0082.7284.68
    ELDP82.3384.5986.7289.20
    LDN81.3787.0888.4891.06
    FLDP80.0683.5484.5888.34
    CSLDP87.3891.0092.4294.19
    DLDP83.0786.5888.3390.22
    GCSLDP84.5988.9790.0691.75
    OGDLDP90.1193.0894.1996.21
    Table 1. Identification rate of YALE face database with different algorithms
    AlgorithmIdentification rate /%
    ExpressionIlluminationShelterAShelterB
    LDP96.3393.0090.0070.67
    ELDP97.0098.3389.6771.00
    LDN96.6796.6791.3366.67
    FLDP96.3396.0090.3371.33
    CSLDP96.6798.0098.3375.33
    DLDP97.0095.0091.3378.00
    GCSLDP97.6797.3397.6778.00
    OGDLDP99.3399.3399.3387.67
    Table 2. Identification rate of AR database with different algorithms
    Huixian Yang, Jian Liu, Mengjuan Zhang, Jinfang Zeng. Face Recognition Algorithm Based on Orthogonal Gradient Difference Local Directional Pattern[J]. Laser & Optoelectronics Progress, 2018, 55(4): 041008
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