Open access
Sep 2026
An Improved DeepLabV3+ Network for Bare Rock Segmentation in Remote Sensing Images
To improve the binary semantic segmentation of bare rock and background in complex urban environments, this study developed an improved DeepLabV3+ model for red–green–blue (RGB) imagery derived from Gaofen-1 (GF-1) data. Four backbone networks—Xception, ResNet50, MobileNetV2, and MobileNetV3—were first evaluated. ResNe...
Qiang Wang, Hao-Chuan Lei, Xia-Song Hu et al.
· Applied Sciences · 0 citations