STDC
lastmod 2026-11-10created 2025-03-112 edits
STDC (Short-Term Dense Concatenate network) is a neural network architecture for real-time semantic segmentation. Viewing the spatial-information path in BiSeNet's two-branch structure as redundant, it builds the backbone from STDC modules, which densely concatenate the outputs of several layers within a block to obtain diverse receptive fields, and adds a loss that guides detail information only during training, improving both speed and accuracy. An implementation is included in mmsegmentation.
STDC – Short-Term Dense Concatenate Network
Documentation
- [2104.13188v1] Rethinking BiSeNet For Real-time Semantic Segmentation
- https://arxiv.org/abs/2104.13188v1