Methods › Computer Vision › Proposal Filtering › DIoU-NMS
DIoU-NMS
Introduced by Zhaohui Zheng et al. in Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
DIoU-NMS is a type of non-maximum suppression where we use Distance IoU rather than regular DIoU, in which the overlap area and the distance between two central points of bounding boxes are simultaneously considered when suppressing redundant boxes.
In original NMS, the IoU metric is used to suppress the redundant detection boxes, where the overlap area is the unique factor, often yielding false suppression for the cases with occlusion. With DIoU-NMS, we not only consider the overlap area but also central point distance between two boxes.
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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YOLOv4: Optimal Speed and Accuracy of Object Detection 23 Apr 2020 · 223 repositories · arXiv:2004.10934Syntology ran 24 of 184 samples · 160 unverified · 8 pointer-only (licence)
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Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression 19 Nov 2019 · 20 repositories · arXiv:1911.08287Syntology ran 4 of 25 samples · 21 unverified · 6 pointer-only (licence)
Tasks archive 2025-07-28
7 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 |
|---|---|
| Object Detection | 2 |
| BIG-bench Machine Learning | 1 |
| Data Augmentation | 1 |
| Object | 1 |
| Real-Time Object Detection | 1 |
| object-detection | 1 |
| regression | 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