· 2018
D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction
- 929citations
- 2018year
Short summary
D-LinkNet, a semantic segmentation network, achieved IoU scores of 0.6466 (validation) and 0.6342 (test) in the CVPR DeepGlobe 2018 Road Extraction Challenge by incorporating dilated convolutions and a pretrained encoder into the LinkNet architecture.
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