Journal of Atmospheric and Environmental Optics, Volume. 20, Issue 2, 211(2025)
Remote sensing image classification algorithm combining quadtree structure and scale estimation
Fig. 1. Schematic diagram of image segmentation process of fractal network evolution algorithm. (a) Merge step 1; (b) merge step 2
Fig. 2. Schematic diagram of quadtree segmentation algorithm. (a) Process diagram for segmentation; (b) schematic diagram of segmentation
Fig. 3. Flow chart of remote sensing image classification algorithm combining quadtree structure and scale estimation
Fig. 4. Image of the first group of experiments. (a) Building experimental area; (b) wasteland experimental area; (c) road experimental area; (d) water experimental area
Fig. 5. Image change rate-local variance map of experimental area. (a) Building experimental area; (b) wasteland experimental area; (c) road experimental area; (d) water experimental area
Fig. 6. Local variance histogram. (a) Building experimental area; (b) wasteland experimental area; (c) road experimental area; (d) water experimental area
Fig. 7. Variation diagram of classification accuracy in experimental area. (a) Building experimental area; (b) wasteland experimental area
Fig. 9. Image segmentation result。(a) Overall division result; (b) refined division result 1; (c) refined division result 2
Fig. 10. Schematic diagram of area division by quadtree algorithm. (a) The first partition result; (b) the second division result; (c) the third division result; (d) final division result
Fig. 11. Remote sensing image segmentation result combining quadtree structure and scale estimatio. (a) Quadtree algorithm partitioning result; (b) image segmentation result
Fig. 12. Region segmentation (a) and direct segmentation (b) of classified images
|
|
|
Get Citation
Copy Citation Text
Qiang FAN, Yu WEI, Xiaoze LUAN. Remote sensing image classification algorithm combining quadtree structure and scale estimation[J]. Journal of Atmospheric and Environmental Optics, 2025, 20(2): 211
Category:
Received: Mar. 15, 2022
Accepted: --
Published Online: May. 30, 2025
The Author Email: Yu WEI (1404255347@qq.com)