Line Segment Detection
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Benchmarks
York Urban Dataset
wireframe dataset
Most implemented
Fast 3D Line Segment Detection From Unorganized Point Cloud
Towards Light-weight and Real-time Line Segment Detection
Fully Convolutional Line Parsing
Line Segment Detection Using Transformers without Edges
ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras
TP-LSD: Tri-Points Based Line Segment Detector
Papers
MiLSD: A Micro Line-Segment Detector for Resource-Constrained Devices
Line segment detection is a key building block in visual SLAM, 3D reconstruction, and industrial inspection. Recent deep learning methods have greatly improved accuracy, yet even the smallest models require several megab…
Line Segment Detection3D ReconstructionDetecting 3D Line Segments for 6DoF Pose Estimation with Limited Data
The task of 6DoF object pose estimation is one of the fundamental problems of 3D vision with many practical applications such as industrial automation. Traditional deep learning approaches for this task often require ext…
Line Segment DetectionPose EstimationLattice-allocated Real-time Line Segment Feature Detection and Tracking Using Only an Event-based Camera
Line segment extraction is effective for capturing geometric features of human-made environments. Event-based cameras, which asynchronously respond to contrast changes along edges, enable efficient extraction by reducing…
Line Segment DetectionAdaptive Dual-Constrained Line Aggregation for Robust Generic and Wireframe Line Segment Detection
Line segment detection in images has been studied for several decades. Existing methods can be roughly divided into two categories: generic line segment detectors and wireframe line segment detectors. Generic detectors a…
Line Segment DetectionScaleLSD: Scalable Deep Line Segment Detection Streamlined
This paper studies the problem of Line Segment Detection (LSD) for the characterization of line geometry in images, with the aim of learning a domain-agnostic robust LSD model that works well for any natural images. With…
3D geometryLine Segment DetectionSelf-Supervised LearningLINEA: Fast and Accurate Line Detection Using Scalable Transformers
Line detection is a basic digital image processing operation used by higher-level processing methods. Recently, transformer-based methods for line detection have proven to be more accurate than methods based on CNNs, at …
Line DetectionLine Segment Detection