Yanfang Yan, Qing Wang, Qihong Zeng, Yanlin Shao, Wei Wei, Changmin Zhang. Intelligent Identification of Clastic Rock Outcrops from Multimodal UAV Images[J]. Laser & Optoelectronics Progress, 2022, 59(24): 2410010
- Laser & Optoelectronics Progress
- Vol. 59, Issue 24, 2410010 (2022)
Fig. 1. RGB-D semantic segmentation for clastic rocks
Fig. 2. SE-DeepLabv3+ network structure
Fig. 3. SE module
Fig. 4. Overview of the study area
Fig. 5. Overall process of clastic rock lithology identification
Fig. 6. Comparison of recognition results of different methods
Fig. 7. Comparison of recognition results with other semantic segmentation methods
Fig. 8. Recognition result for some outcrops in Qingshuihe-Kalaza Formation
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Table 1. Comparison of recognition accuracy of different methods
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Table 2. Comparison of recognition accuracy of different semantic segmentation methods
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Table 3. Recognition accuracy for some outcrops in Qingshuihe-Kalaza Formation
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