Laser & Optoelectronics Progress, Volume. 59, Issue 16, 1610006(2022)
Road Extraction from Remote Sensing Images Based on Adaptive Morphology
Fig. 1. Flow chart of proposed road extraction method from remote sensing image
Fig. 2. Shape analysis of elliptic structural elements. (a)
Fig. 3. Elliptic structural elements
Fig. 4. Adaptive morphological top and bottom hat transformation. (a) Grayscale image; (b) result of fixed structural elements; (c) result of adaptive morphological structural elements
Fig. 5. Improved aspect ratio. (a) Road target area; (b) new rectangle
Fig. 6. Post processing of road segmentation. (a) Binary image; (b) shape feature extraction; (c) morphological filtering; (d) overlay effect image
Fig. 7. Road extraction simulation experiment. (a) Original image(from left to right: I1、I2、I3、I4); (b) circular structural element; (c) linear structural element; (d) watershed algorithm of morphological gradient reconstruction; (e) proposed method; (f) effect of road superimposed with original images; (g) extraction results of manual images
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Yupin Fang, Xiaopeng Wang, Xinna Li. Road Extraction from Remote Sensing Images Based on Adaptive Morphology[J]. Laser & Optoelectronics Progress, 2022, 59(16): 1610006
Category: Image Processing
Received: May. 24, 2021
Accepted: Jun. 27, 2021
Published Online: Jul. 22, 2022
The Author Email: Wang Xiaopeng (wangxp1969@sina.com)