Xinyu Liang, Haokun Lin, Hui Yang, Kaihong Xiao, Jichuan Quan. Construction of Semantic Segmentation Dataset of Camouflage Target Image[J]. Laser & Optoelectronics Progress, 2021, 58(4): 0410015
- Laser & Optoelectronics Progress
- Vol. 58, Issue 4, 0410015 (2021)
Fig. 1. Construction framework of the dataset
Fig. 2. Sample images for 4 types of scenarios. (a) Rainforest; (b) jungle; (c) snowfield; (d) mountain
Fig. 3. Sample images of multi-scale target
Fig. 4. Annotation flow chart of the dataset
Fig. 5. Annotated sample images of the CSS dataset. (a) Original images; (b) annotated images; (c) annotated images with mask
Fig. 6. Distribution information of multi-scale targets in different scenarios
Fig. 7. Distribution of camouflage types in the CSS dataset
Fig. 8. Segmentation effects of different models according to different target types. (a) Large target; (b) medium target; (c) small target
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Table 1. Information of camouflage types in the dataset
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Table 2. Distribution information of multi-scale targets in the dataset
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Table 3. mIoU of different models on the CSS dataset unit: %
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