| ScaleLSD: Scalable Deep Line Segment Detection Streamlined | Jun 11, 2025 | 3D geometryLine Segment Detection | CodeCode Available | 1 |
| LINEA: Fast and Accurate Line Detection Using Scalable Transformers | May 22, 2025 | Line DetectionLine Segment Detection | CodeCode Available | 1 |
| Improving Transformer Based Line Segment Detection with Matched Predicting and Re-ranking | Feb 25, 2025 | Line Segment DetectionRe-Ranking | —Unverified | 0 |
| DT-LSD: Deformable Transformer-based Line Segment Detection | Nov 20, 2024 | DenoisingLine Segment Detection | CodeCode Available | 1 |
| The Impact of Semi-Supervised Learning on Line Segment Detection | Nov 7, 2024 | Line DetectionLine Segment Detection | CodeCode Available | 0 |
| Staircase Localization for Autonomous Exploration in Urban Environments | Mar 26, 2024 | Line Segment Detectionobject-detection | —Unverified | 0 |
| Level-line Guided Edge Drawing for Robust Line Segment Detection | May 10, 2023 | Line Segment Detection | CodeCode Available | 0 |
| A Comprehensive Review of Image Line Segment Detection and Description: Taxonomies, Comparisons, and Challenges | Apr 29, 2023 | Line Segment Detection | CodeCode Available | 1 |
| Parsing Line Segments of Floor Plan Images Using Graph Neural Networks | Mar 7, 2023 | Line Segment DetectionSemantic Segmentation | —Unverified | 0 |
| DeepLSD: Line Segment Detection and Refinement with Deep Image Gradients | Dec 15, 2022 | Line DetectionLine Segment Detection | CodeCode Available | 0 |
| Detecting Line Segments in Motion-blurred Images with Events | Nov 14, 2022 | 3D ReconstructionLine Segment Detection | CodeCode Available | 1 |
| LSDNet: Trainable Modification of LSD Algorithm for Real-Time Line Segment Detection | Sep 10, 2022 | Line DetectionLine Segment Detection | CodeCode Available | 1 |
| Semantic Room Wireframe Detection from a Single View | Jun 1, 2022 | Line Segment DetectionRoom Layout Estimation | CodeCode Available | 1 |
| The whole and the parts: the MDL principle and the a-contrario framework | Dec 13, 2021 | Line Segment Detection | —Unverified | 0 |
| ELSED: Enhanced Line SEgment Drawing | Aug 6, 2021 | Line DetectionLine Segment Detection | CodeCode Available | 1 |
| Towards Light-weight and Real-time Line Segment Detection | Jun 1, 2021 | GPULine Segment Detection | CodeCode Available | 1 |
| ICDAR 2021 Competition on Historical Map Segmentation | May 27, 2021 | Contour DetectionDocument Layout Analysis | CodeCode Available | 0 |
| Instance segmentation of fallen trees in aerial color infrared imagery using active multi-contour evolution with fully convolutional network-based intensity priors | May 5, 2021 | Instance SegmentationLine Segment Detection | —Unverified | 0 |
| ELSD: Efficient Line Segment Detector and Descriptor | Apr 29, 2021 | Line Segment Detection | —Unverified | 0 |
| Fully Convolutional Line Parsing | Apr 22, 2021 | GPULine Segment Detection | CodeCode Available | 1 |
| Line Segment Detection Using Transformers without Edges | Jan 6, 2021 | DecoderLine Segment Detection | CodeCode Available | 1 |
| ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras | Nov 6, 2020 | Line Segment Detection | CodeCode Available | 1 |
| TP-LSD: Tri-Points Based Line Segment Detector | Sep 11, 2020 | Line Segment Detection | CodeCode Available | 1 |
| LGNN: A Context-aware Line Segment Detector | Aug 13, 2020 | Graph Neural NetworkLine Segment Detection | —Unverified | 0 |
| Deep Hough-Transform Line Priors | Jul 18, 2020 | Line Segment Detection | CodeCode Available | 1 |
| Learning to Parse Wireframes in Images of Man-Made Environments | Jul 15, 2020 | 3D ReconstructionJunction Detection | CodeCode Available | 1 |
| Holistically-Attracted Wireframe Parsing | Mar 3, 2020 | GPULine Segment Detection | CodeCode Available | 1 |
| TGGLines: A Robust Topological Graph Guided Line Segment Detector for Low Quality Binary Images | Feb 27, 2020 | Autonomous DrivingLine Detection | —Unverified | 0 |
| MCMLSD: A Probabilistic Algorithm and Evaluation Framework for Line Segment Detection | Jan 6, 2020 | Line Segment Detection | —Unverified | 0 |
| Learning Regional Attraction for Line Segment Detection | Dec 18, 2019 | Line Segment Detection | —Unverified | 0 |
| Sem-LSD: A Learning-based Semantic Line Segment Detector | Sep 14, 2019 | Line Segment DetectionLoop Closure Detection | CodeCode Available | 0 |
| PPGNet: Learning Point-Pair Graph for Line Segment Detection | May 9, 2019 | Line Segment Detection | CodeCode Available | 0 |
| End-to-End Wireframe Parsing | May 8, 2019 | Line Segment DetectionWireframe Parsing | CodeCode Available | 0 |
| Fast 3D Line Segment Detection From Unorganized Point Cloud | Jan 8, 2019 | Line DetectionLine Segment Detection | CodeCode Available | 0 |
| Learning Attraction Field Representation for Robust Line Segment Detection | Dec 5, 2018 | Line Segment DetectionSemantic Segmentation | CodeCode Available | 0 |
| MCMLSD: A Dynamic Programming Approach to Line Segment Detection | Jul 1, 2017 | Line Segment Detection | —Unverified | 0 |
| BORDER: An Oriented Rectangles Approach to Texture-Less Object Recognition | Jun 1, 2016 | Line Segment DetectionObject | —Unverified | 0 |
