A collection of line segment detection papers (a.k.a. wireframe parsing).
| Name | Paper | Source | Resource |
|---|---|---|---|
| PCLSD | Prediction-Correction Line Segment Detetcion | ICASSP 2024 | |
| 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] |
| Name | Paper | Source | Resource |
|---|---|---|---|
| Hole-robust Wireframe Detection | WACV 2022 | ||
| 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] |
| Name | Paper | Source | Resource |
|---|---|---|---|
| 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] |
| 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 |
| Name | Paper | Source | Resource |
|---|---|---|---|
| MCMLSD | MCMLSD: A Dynamic Programming Approach to Line Segment Detection | CVPR 2017 | [Code] |
| Deep hough | Deep hough-transform line priors | ECCV 2020 | [Code] |
| LSDNet | LSDNet: Trainable Modification of LSD Algorithm for Real-Time Line Segment Detection | IEEE Access 2022 | [Code] |
| Deeplsd | Deeplsd: Line segment detection and refinement with deep image gradients | CVPR 2023 | [Code] |
- Wireframe Dataset
- YorkUrbanDB (York Urban Line Segment Database)
- SS360 Dataset (spherical image dataset)# Event-based Methods
| Name | Paper | Source | Resource |
|---|---|---|---|
| --- | Flow-Based Line Detection and Segmentation for Neuromorphic Vision Sensors | ICPR 2022 | --- |
| ELiSeD | ELiSeD – An Event-Based Line Segment Detector | EBCCSP 2016 | [Code] |