Line Segment Detection Papers A collection of line segment detection papers (a.k.a. wireframe parsing). Outline Deep-Learning Based Approaches Line Segment Detection Wireframe Parsing Traditional approaches Survey Datasets 1. Deep Learning-Based Approaches 1.1 Line Segment Detection Name Paper Source Resource AirLine AirLine: Efficient Learnable Line Detection with Local Edge Voting arXiv 2023 [Code] GLSP Parsing Line Segments of Floor Plan Images Using Graph Neural Networks arXiv 2023 DeepLSD DeepLSD: Line Segment Detection and Refinement with Deep Image Gradients CVPR 2023 [Code] LSDNet LSDNet: Trainable Modification of LSD Algorithm for Real-Time Line Segment Detection Access 2022 [Code] M-LSD Towards Real-time and Light-weight Line Segment Detection AAAI 2022 [Code] ELSD ELSD: Efficient Line Segment Detector and Descriptor ICCV 2021 [Code] F-Clip Fully Convolutional Line Parsing ArXiv 2021 [Code] LETR Line Segment Detection Using Transformers without Edges CVPR 2021 [Code] LS-Net LS-Net: fast single-shot line-segment detector MVA 2021 TP-LSD TP-LSD: Tri-Points Based Line Segment Detector ECCV 2020 [Code] LaRecNet Learning to Calibrate Straight Lines for Fisheye Image Rectification CVPR 2019 [Project] AFM Learning Attraction Field Representation for Robust Line Segment Detection CVPR 2019 [Code] Sem-LSD Sem-LSD: A Learning-based Semantic Line Segment Detector arXiv 2019 [Code] 1.2 Wireframe Parsing Name Paper Source Resource HAWPv3 Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning TPAMI 2023 [Code] MSACWP Multi-scale Structural Asymmetric Convolution for Wireframe Parsing ICONIP 2023 One-Stage Wireframe Parsing in Fish-Eye Images PRCV 2023 NEAT Volumetric Wireframe Parsing from Neural Attraction Fields arXiv 2023 HoW-3D HoW-3D: Holistic 3D Wireframe Perception from a Single Image 3DV 2022 [Code] SRW-Net Semantic Room Wireframe Detection from a Single View ICPR 2022 [Code] Hole-robust Wireframe Detection WACV 2022 [Code] SOLD2 SOLD2: Self-supervised Occlusion-aware Line Description and Detection CVPR 2021 [Code] ULSD ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras ISPRS 2021 [Code] HT-HAWP Deep Hough-Transform Line Priors ECCV 2020 [Code] LGNN LGNN: A Context-aware Line Segment Detector ACM MM 2020 HAWP Holistically-Attracted Wireframe Parsing CVPR 2020 [Code] PPGNet PPGNet: Learning Point-Pair Graph for Line Segment Detection CVPR 2019 [Code] Learning to Reconstruct 3D Manhattan Wireframes from a Single Image ICCV 2019 [Project] Wireframe Parsing With Guidance of Distance Map Access 2019 L-CNN End-to-End Wireframe Parsing ICCV 2019 [Code] DWP Learning to Parse Wireframes in Images of Man-Made Environments CVPR 2018 [Code] 2. Traditional Approaches Name Paper Source Resource A Novel Pixel Orientation Estimation Based Line Segment Detection Framework, and Its Applications to SAR Images TRGS 2022 [Code] PSLine Property Similarity Line Segment Detector IST 2021 ELSED ELSED: Enhanced Line SEgment Drawing arXiv 2021 [Code] PLSD PLSD: A Perceptually Accurate Line Segment Detection Approach Access 2020 MCMLSD MCMLSD: A Probabilistic Algorithm and Evaluation Framework for Line Segment Detection arXiv 2020 Linelet A Novel Linelet-based Representation for Line Segment Detection TPAMI 2017 [Code] MCMLSD MCMLSD: A Dynamic Programming Approach to Line Segment Detection CVPR 2017 [Code] CannyLines Cannylines: A parameter-free line segment detector ICIP 2015 [Project] Accurate and robust line segment extraction using minimum entropy with hough transform TIP 2015 Lifting 3D manhattan lines from a single image ICCV 2013 LSD LSD: A Fast Line Segment Detector with a False Detection Control TPAMI 2010 [Code] PPHT Robustdetection of lines using the progressive probabilistic hough transform CVIU 2000 Generalizing the hough transform to detect arbitrary shapes PR 1981 3. Survey Name Paper Source Resource A Comprehensive Review of Image Line Segment Detection and Description: Taxonomies, Comparisons, and Challenges arXiv 2023 4. Datasets Wireframe Dataset YorkUrbanDB (York Urban Line Segment Database) SS360 Dataset (spherical image dataset)