Methods › Computer Vision › Semantic Segmentation Models › BiSeNet V2
BiSeNet V2
Introduced by Changqian Yu et al. in BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
BiSeNet V2 is a two-pathway architecture for real-time semantic segmentation. One pathway is designed to capture the spatial details with wide channels and shallow layers, called Detail Branch. In contrast, the other pathway is introduced to extract the categorical semantics with narrow channels and deep layers, called Semantic Branch. The Semantic Branch simply requires a large receptive field to capture semantic context, while the detail information can be supplied by the Detail Branch. Therefore, the Semantic Branch can be made very lightweight with fewer channels and a fast-downsampling strategy. Both types of feature representation are merged to construct a stronger and more comprehensive feature representation.
Papers archive 2025-07-28
2 shown of 2, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis 20 Nov 2023 · 0 repositories · arXiv:2311.11992
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BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation 5 Apr 2020 · 7 repositories · arXiv:2004.02147Syntology ran 6 of 10 samples · 4 unverified · 5 pointer-only (licence)
Tasks archive 2025-07-28
5 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Segmentation | 2 |
| Edge-computing | 1 |
| Lip Reading | 1 |
| Real-Time Semantic Segmentation | 1 |
| Semantic Segmentation | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
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