Introduces LCA dual-branch adapter and pairwise loss for lighting-robust SAM instance segmentation, validated on existing benchmarks plus a new Unity synthetic dataset.
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
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Lighting-aware Unified Model for Instance Segmentation
Introduces LCA dual-branch adapter and pairwise loss for lighting-robust SAM instance segmentation, validated on existing benchmarks plus a new Unity synthetic dataset.