Methods › Sequential › Recurrent Neural Networks › CRF-RNN
CRF-RNN
Introduced by Shuai Zheng et al. in Conditional Random Fields as Recurrent Neural Networks
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
CRF-RNN is a formulation of a CRF as a Recurrent Neural Network. Specifically it formulates mean-field approximate inference for the Conditional Random Fields with Gaussian pairwise potentials as Recurrent Neural Networks.
Papers archive 2025-07-28
4 shown of 4, 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.
-
Superpixel-enhanced Pairwise Conditional Random Field for Semantic Segmentation 29 May 2018 · 1 repository · arXiv:1805.11737
-
Fast End-to-End Trainable Guided Filter 15 Mar 2018 · 1 repository · arXiv:1803.05619Syntology ran 0 of 1 samples · 1 unverified · 1 pointer-only (licence)
-
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation 15 Feb 2017 · 0 repositories · arXiv:1702.04528
-
Conditional Random Fields as Recurrent Neural Networks 11 Feb 2015 · 6 repositories · arXiv:1502.03240Syntology ran 1 of 8 samples · 7 unverified · 2 pointer-only (licence)
Tasks archive 2025-07-28
6 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 |
|---|---|
| Semantic Segmentation | 3 |
| Image Segmentation | 2 |
| Segmentation | 2 |
| Brain Tumor Segmentation | 1 |
| Real-Time Semantic Segmentation | 1 |
| Tumor 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
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections