/ObjectDetectionPlan

A ObjectDetection write plan, and will collection some tricks and importants idea in Object Detection

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:

  1. An overview of the Paper List
  2. Anchor base Rotate Detection
  3. Anchor Free Rotate Detection
  4. 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