Chang Li, Yu Liu, Jinglin Sun. Optimization Method for Infrared Eye Movement Image Segmentation[J]. Laser & Optoelectronics Progress, 2022, 59(2): 0210016
- Laser & Optoelectronics Progress
- Vol. 59, Issue 2, 0210016 (2022)
Fig. 1. Schematic diagram of the label of the eye area image. (a) Original image; (b) label image
Fig. 2. Structure of the S-RITnet
Fig. 3. Structure of the ESRGAN
Fig. 4. Reproduction results of eye area images of different algorithms. (a) Original image; (b) bilinear interpolation; (c) bicubic interpolation; (d) ESRGAN
Fig. 5. Comparison of image equalization effect. (a) Orignial image; (b) linear transformation; (c) Gamma transformation; (d) HE; (e) CLAHE
Fig. 6. Structure of the RITnet
Fig. 7. Experiment evaluation curve and segmentation results. (a) MIoU curve of the validation set; (b) segmentation results of each data set
Fig. 8. Segmentation results of the RITnet data set. (a) Original image; (b) BE50-RITnet; (c) BE100-RITnet; (d) S-RITnet (NE); (e) label
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Table 1. Information statistics of volunteers
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Table 2. Evaluation results of eye area image
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Table 3. Segmentation result of eye area image
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