DeltaSeg, a tiered-attention U-Net variant with a novel Deep Delta Attention module, outperforms 12 prior models on two multi-class structural defect segmentation benchmarks.
Imbalance- aware culvert-sewer defect segmentation using an enhanced feature pyramid network.IEEE Transactions on Systems, Man, and Cybernetics: Systems
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DeltaSeg: Tiered Attention and Deep Delta Learning for Multi-Class Structural Defect Segmentation
DeltaSeg, a tiered-attention U-Net variant with a novel Deep Delta Attention module, outperforms 12 prior models on two multi-class structural defect segmentation benchmarks.