• Infrared and Laser Engineering
  • Vol. 51, Issue 3, 20210231 (2022)
Hong Cheng, Li Wang, Rui Wang, Xinyu Xiang, Quanbing Zhang, and Xiaotian Zhu
Author Affiliations
  • National Engineering Research Center for Agro-Ecological Big Data Analysis & Application, Anhui University, Hefei 230601, China
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    DOI: 10.3788/IRLA20210231 Cite this Article
    Hong Cheng, Li Wang, Rui Wang, Xinyu Xiang, Quanbing Zhang, Xiaotian Zhu. Phase retrieval based on the transport of intensity equation under adaptive focus[J]. Infrared and Laser Engineering, 2022, 51(3): 20210231 Copy Citation Text show less
    Schematic diagram of intensity differential estimation
    Fig. 1. Schematic diagram of intensity differential estimation
    Edge detect. (a) The gray value of the image's neighborhood pixel at (i,j); (b) Prewitt operator level template ; (c) Prewitt operator vertical template
    Fig. 2. Edge detect. (a) The gray value of the image's neighborhood pixel at (i,j); (b) Prewitt operator level template ; (c) Prewitt operator vertical template
    Algorithm flow chart
    Fig. 3. Algorithm flow chart
    Schematic diagram of edge duty ratio and angular spectrum propagation direction under different conditions
    Fig. 4. Schematic diagram of edge duty ratio and angular spectrum propagation direction under different conditions
    Simulation experiment. (a) Set intensity image; (b) Set phase image; (c) A series of intensity images (including focus) of angular spectrum propagation; (d) EDR-TIE positioning calculation results and 0 position phase results graph; (e) AF-TIE positioning calculation result graph
    Fig. 5. Simulation experiment. (a) Set intensity image; (b) Set phase image; (c) A series of intensity images (including focus) of angular spectrum propagation; (d) EDR-TIE positioning calculation results and 0 position phase results graph; (e) AF-TIE positioning calculation result graph
    Simulates experiment. (a) Set intensity image; (b) Set phase image; (c) A series of intensity images (unfocused) of angular spectrum propagation; (d) EDR-TIE positioning calculation results; (e) Phase retrieval results of EDR-TIE positioning positions; (f) AF-TIE positioning calculation results and phase retrieval results; (g) A series of intensity image AF-TIE positioning calculation results propagated by the 0 position angular spectrum in Fig.6(f)
    Fig. 6. Simulates experiment. (a) Set intensity image; (b) Set phase image; (c) A series of intensity images (unfocused) of angular spectrum propagation; (d) EDR-TIE positioning calculation results; (e) Phase retrieval results of EDR-TIE positioning positions; (f) AF-TIE positioning calculation results and phase retrieval results; (g) A series of intensity image AF-TIE positioning calculation results propagated by the 0 position angular spectrum in Fig.6(f)
    Experimental device diagram and internal optical path
    Fig. 7. Experimental device diagram and internal optical path
    Real experiment-plant rhizome cross section. (a) EDR-TIE positioning calculation result diagram; (b) EDR-TIE positioning position phase result diagram; (c) Partially enlarged phase result diagram of (b); (d) AF-TIE positioning calculation result diagram; (e) AF-TIE positioning position phase result diagram; (f) Partially enlarged phase result diagram of (e); (g) Optimal focus position angle spectrum AF-TIE positioning calculation result diagram
    Fig. 8. Real experiment-plant rhizome cross section. (a) EDR-TIE positioning calculation result diagram; (b) EDR-TIE positioning position phase result diagram; (c) Partially enlarged phase result diagram of (b); (d) AF-TIE positioning calculation result diagram; (e) AF-TIE positioning position phase result diagram; (f) Partially enlarged phase result diagram of (e); (g) Optimal focus position angle spectrum AF-TIE positioning calculation result diagram
    Validation of focused results. (a) 7 intensity images taken by the microscope; (b) Positioning result by edge duty ratio
    Fig. 9. Validation of focused results. (a) 7 intensity images taken by the microscope; (b) Positioning result by edge duty ratio
    Actual experience micro lens array: (a) EDR-TIE positioning results; (b) AF-TIE was the best position result; (c) The optimal focus position angular spectrum AF-TIE positioning calculation result; (d) EDR-TIE position phase result and solid line section height curve; (e) AF-TIE position phase results and solid line section height curve
    Fig. 10. Actual experience micro lens array: (a) EDR-TIE positioning results; (b) AF-TIE was the best position result; (c) The optimal focus position angular spectrum AF-TIE positioning calculation result; (d) EDR-TIE position phase result and solid line section height curve; (e) AF-TIE position phase results and solid line section height curve
    Algorithm evaluation index RMSESSIM
    EDR-TIE0.46900.9687
    AF-TIE0.30500.9866
    Table 1. Evaluation results of different algorithms
    Focus methodEDR-TIEAF-TIE
    Edge duty ratio0.1420.138
    Table 2. Evaluation of retrieval phase by different algorithms
    Hong Cheng, Li Wang, Rui Wang, Xinyu Xiang, Quanbing Zhang, Xiaotian Zhu. Phase retrieval based on the transport of intensity equation under adaptive focus[J]. Infrared and Laser Engineering, 2022, 51(3): 20210231
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