ObjectDetectionPlan
Rotate Object Detection Read List
In this repo, we will collect some useful rotate detection methods, and code is mostly pytorch code, maybe not original author's.
❗ Anchor Base ROD methods: Add one ICCV21 paper
Content:
- An overview of the Paper List
- Anchor base Rotate Detection
- Anchor Free Rotate Detection
- Rotate Loss
Overall
Anchor base Rotate Detection
2021
| No. |
Pub. |
Title |
Links |
| 01 |
AAAI |
Dynamic Anchor Learning for Arbitrary-Oriented Object Detection |
Paper/Code |
| 02 |
AAAI |
R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object |
Paper/Code |
| 03 |
CVPR |
Dense Label Encoding for Boundary Discontinuity Free Rotation Detection |
Paper/Code |
| 04 |
CVPR |
ReDet: A Rotation-equivariant Detector for Aerial Object Detection |
Paper/Code |
| 05 |
CVPR |
Beyond Bounding-Box: Convex-Hull Feature Adaptation for Oriented and Densely Packed Object Detection |
Paper/Code |
| 06 |
CVPR |
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence |
Paper/Code |
| 06 |
ICCV |
Oriented R-CNN for Object Detection |
Paper/Code |
2019
| No. |
Pub. |
Title |
Links |
| 01 |
ICCV |
SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects |
Paper/Code |
| 02 |
CVPR |
Gliding vertex on the horizontal bounding box for multi-oriented object detection |
Paper/Code |
Anchor Free Rotate Detection
2021
| No. |
Pub. |
Title |
Links |
| 01 |
WACV |
Oriented Object Detection in Aerial Images with Box Boundary-Aware Vectors |
Paper/Code |
Rotate Loss
2021
| No. |
Pub. |
Title |
Links |
| 01 |
ICML |
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss |
Paper/Code |
| 02 |
CVPR |
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence |
Paper/Code |
2020
| No. |
Pub. |
Title |
Links |
| 01 |
ECCV |
PIoU Loss: Towards Accurate Oriented Object Detection in Complex Environments |
Paper/Code |