Awesome
<p align="center"> <h1 align="center"><br><ins>Line Segment Detection</ins><br>A collection of line segment detection algorithms</h1> </p>This repository hosts the papers with code for line segment detection, enjoy yourself. (线段检测算法汇总,请各位自行调试)
<!-- ![](assets/images/line-segment-detection.jpg) --> <!-- ![demo_deeplsd](assets/images/demo_deeplsd.gif) -->Usage
git clone --recurse-submodules https://github.com/Vincentqyw/LineSegmentsDetection.git
DeepLSD
- Title: "DeepLSD: Line Segment Detection and Refinement with Deep Image Gradients", Arxiv 2022.
- Paper: https://arxiv.org/abs/2212.07766
- Code: https://github.com/cvg/DeepLSD
M-LSD
- Title: "M-LSD: Towards Light-weight and Real-time Line Segment Detection", AAAI 2022.
- Paper: https://arxiv.org/abs/2106.00186
- Code: https://github.com/navervision/mlsd
F-Clip
- Title: "Fully Convolutional Line Parsing", Neurocomputing 2022.
- Paper: https://arxiv.org/abs/2104.11207
- Code: https://github.com/Delay-Xili/F-Clip
SOLD2
- Title: "SOLD2: Self-supervised Occlusion-aware Line Description and Detection", CVPR 2021.
- Paper: https://arxiv.org/abs/2104.03362
- Code: https://github.com/cvg/SOLD2, [Kornia Tutorial]
LETR
- Title: "Line Segment Detection Using Transformers without Edges", CVPR 2021.
- Paper: https://arxiv.org/abs/2101.01909
- Code: https://github.com/mlpc-ucsd/LETR
HAWP
- Title: "Holistically-Attracted Wireframe Parsing: From Supervised Learning to Self-Supervised Learning", CVPR 2020.
- Paper: https://arxiv.org/abs/2210.12971
- Code: https://github.com/cherubicXN/hawp
TP-LSD
- Title: "TP-LSD: Tri-Points Based Line Segment Detector", ECCV 2020.
- Paper: https://arxiv.org/abs/2009.05505
- Code: https://github.com/Siyuada7/TP-LSD
ULSD
- Title: "ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras", ISPRS 2020.
- Paper: https://arxiv.org/abs/2011.03174
- Code: https://github.com/lh9171338/Unified-Line-Segment-Detection
Deep-Hough-Transform-Line-Priors
- Title: "Deep Hough-Transform Line Priors", ECCV 2020.
- Paper: https://arxiv.org/abs/2007.09493
- Code: https://github.com/yanconglin/Deep-Hough-Transform-Line-Priors
AFM-LSD
- Title: "Learning Attraction Field Representation for Robust Line Segment Detection", CVPR 2019.
- Paper: https://arxiv.org/abs/1812.02122
- Code: https://github.com/cherubicXN/afm_cvpr2019
L-CNN
- Title: "End-to-End Wireframe Parsing", ICCV 2019.
- Paper: https://arxiv.org/abs/1905.03246
- Code: https://github.com/zhou13/lcnn
MCMLSD
- Title: "MCMLSD: A Dynamic Programming Approach to Line Segment Detection", CVPR 2017.
- Paper: http://openaccess.thecvf.com/content_cvpr_2017/papers/Almazan_MCMLSD_A_Dynamic_CVPR_2017_paper.pdf
- Code: http://www.elderlab.yorku.ca/?smd_process_download=1&download_id=8423
CannyLines
- Title: "CannyLines: A Parameter-Free Line Segment Detector", ICIP 2015.
- Project Page: https://cvrs.whu.edu.cn/cannylines
- Paper: http://cvrs.whu.edu.cn/projects/cannyLines/papers/CannyLines-ICIP2015.pdf
- Code: http://cvrs.whu.edu.cn/projects/cannyLines/codes/CannyLines-v3.rar
EDline
- Title: "Edge Drawing: A Combined Real-Time Edge and Segment Detector", JVCIR 2012.
- Paper: https://www.sciencedirect.com/science/article/abs/pii/S1047320312000831
- Code: https://github.com/mtamburrano/LBD_Descriptor
LSD
- Title: "LSD: a Line Segment Detector", Image Processing On Line 2012.
- Project Page: http://www.ipol.im/pub/art/2012/gjmr-lsd/
- Paper: http://www.ipol.im/pub/art/2012/gjmr-lsd/article.pdf
- Code: http://www.ipol.im/pub/art/2012/gjmr-lsd/lsd_1.5.zip
LSWMS
- Title: "Line segment detection using weighted mean shift procedures on a 2D slice sampling strategy", Pattern Analysis and Applications 2011.
- Paper: https://www.researchgate.net/LSWMS.pdf
- Code: https://sourceforge.net/projects/lswms/