Remote Sensing Technology and Application, Volume. 40, Issue 4, 783(2025)
Research Progress of Remote Sensing Change Detection based on Deep Learning: Pixel-level, Object-level, and Scene-level
Fig. 1. Flowchart of pixel-level binary change detection without manually labeled samples[50]
Fig. 3. Pixel-level binary change detection results of different methods[50]
Fig. 6. Local results of pixel-level and object-level change detection maps[14]
Fig. 7. Pixel-level and object-level change detection accuracies for different fusion methods[14]
Fig. 8. Flowchart of scene-level binary change detection without manually labeled samples[18]
Fig. 10. Scene-level binary change detection results of different methods[18]
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Peijun DU, Hong FANG, Shanchuan GUO, Chenghan YANG, Pengfei TANG. Research Progress of Remote Sensing Change Detection based on Deep Learning: Pixel-level, Object-level, and Scene-level[J]. Remote Sensing Technology and Application, 2025, 40(4): 783
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Received: Jan. 2, 2025
Accepted: --
Published Online: Aug. 26, 2025
The Author Email: Peijun DU (peijun@nju.edu.cn)