Shaoqing Yao, Zhigang Su. Prohibited Item Identification Algorithm Based onLightweight Segmentation Network[J]. Laser & Optoelectronics Progress, 2021, 58(2): 0210022
- Laser & Optoelectronics Progress
- Vol. 58, Issue 2, 0210022 (2021)
Fig. 1. Prohibited item identification model
Fig. 2. Results of data augmentation
Fig. 3. Dilated convolution module. (a) Without feature multiplexing operation; (b) with 3-layer convolution; (c) with 2-layer convolution
Fig. 4. Asymmetric convolution module. (a) Downsampling; (b) upsampling
Fig. 5. Example of images in dataset
Fig. 6. Segmentation results of contrast experiment
Fig. 7. Segmentation results of ablation experiment
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Table 1. Results of contrast experiment
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Table 2. Results of ablation experiment
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