Xinna Li, Xiaopeng Wang, Tongyi Wei. Multiscale and Adaptive Morphology for Remote Sensing Image Segmentation of Vegetation Areas[J]. Laser & Optoelectronics Progress, 2022, 59(24): 2428001
- Laser & Optoelectronics Progress
- Vol. 59, Issue 24, 2428001 (2022)
Fig. 1. Basic process of the proposed method
Fig. 2. GAN morphological filtering. (a) Original image; (b) GAN morphology dilate-open filtering; (c) GAN morphology erode-close filtering; (d) GAN morphology compound filtering
Fig. 3. Results of segmentation at different scales. (a) Original image; (b) segmentation scale is 60; (c) segmentation scale is 150
Fig. 4. Segmentation results of different methods. (a) Original image; (b) method 1; (c) method 2; (d) proposed method; (e) manual drawing
Fig. 5. Segmentation results of different methods for images with different complexity. (a) Original image; (b) method 1; (c) method 2; (d) proposed method
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Table 1. Segmentation error and index comparison of different methods
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Table 2. Segmentation error and index comparison of different methods for images with different complexity
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