AnchorFreeDetection

list the paper for recently anchor free detector

Last updated: 2020/8/7

Paper list

2020

• |CircleNet| CircleNet: Anchor-free Detection with Circle Representation [arXiv'20] [pdf] |2006||

2019

• |CornerNet|CornerNet: Keypoint Triplets for Object Detection |[arXiv' 18]| [pdf] |1808|

• |ExtremeNet|Bottom-up Object Detection by Grouping Extreme and Center Points|[arXiv' 19]||[pdf] |1901|

• |CornerNet-Lite| CornerNet-Lite: Efficient Keypoint Based Object Detection |[arXiv' 19]||[pdf] |1904|

• ||Segmentations is All You Need |[arXiv' 19]||[pdf] |1904|

• |FCOS| FCOS: Fully Convolutional One-Stage Object Detection|[arXiv' 19]||[pdf] |1904|

• |Fovea|FoveaBox: Beyond Anchor-based Object Detector|[arXiv' 19]||[pdf] |1904|

• |CenterNet^1| Objects as Points|[arXiv' 19]||[pdf] |1904|

• |CenterNet^2|CenterNet: Keypoint Triplets for Object Detection|[arXiv' 19]||[pdf] |1904|

• |DuBox|DuBox: No-Prior Box Objection Detection via Residual Dual Scale Detectors|[arXiv' 19]||[pdf] |1904|

• |RepPoints|RepPoints: Point Set Representation for Object Detection|[arXiv' 19]||[pdf] |1904|

• |FSAF|Feature Selective Anchor-Free Module for Single-Shot Object Detection|[arXiv' 19]|[pdf]|1903|

• |Matrix Nets|Matrix Nets: A New Deep Architecture for Object Detection|[arXiv'19]||[pdf]|1908|

• |AFP-Nets|AFP-Nets: Realtime Anchor-Free Polyp Detection in Colonoscopy|[arXiv'19]||[pdf]|1909|

• |AFO-TAD|AFO-TAD: Anchor-free One-Stage Detection for Temporal Action Detection [arXiv'19] [pdf]|1910|

Pre-study before 2019

• |YOLO|You Only Look Once:Unified, Real-Time Object Detection|[arXiv' 15]||[pdf] |1506|
• |DenseBox|DenseBox: Unifying Landmark Localization with End to End Object Detection|[arXiv' 15]||[pdf] |1509|
• |AF-RPN|An Anchor-Free Region Proposal Network for Faster R-CNN based Text Detection Approaches|[arXiv' 18]||[pdf] |1804|

Code Resource

• |CornerNet| (official, Pytorch) https://github.com/princeton-vl/CornerNet
• |CornerNet-Lite| (official, Pytorch) https://github.com/princeton-vl/CornerNet-Lite
• |FCOS| (official, Pytorch) https://github.com/tianzhi0549/FCOS
• |CenterNet^1| (official, Pytorch) https://github.com/xingyizhou/CenterNet
• |CenterNet^2| (official, pytorch) https://github.com/Duankaiwen/CenterNet
• |ExtremeNet| (official, Pytorch) https://github.com/xingyizhou/ExtremeNet