IEEE Transactions on Pattern Analysis and Machine Intelligence
A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
A survey of the Hough transform
Computer Vision, Graphics, and Image Processing
A new curve detection method: randomized Hough transform (RHT)
Pattern Recognition Letters
A hierarchical approach to line extraction based on the Hough transform
Computer Vision, Graphics, and Image Processing
A Fast Line Finder for Vision-Guided Robot Navigation
IEEE Transactions on Pattern Analysis and Machine Intelligence
A probabilistic Hough transform
Pattern Recognition
A knowledge-based boundary convergence algorithm for line detection
Pattern Recognition Letters
Houghtool—a software package for the use of Hough transform
Pattern Recognition Letters
Robust detection of lines using the progressive probabilistic Hough transform
Computer Vision and Image Understanding - Special issue on robusst statistical techniques in image understanding
Use of the Hough transformation to detect lines and curves in pictures
Communications of the ACM
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: modeling, learning, sampling and computing, Part I
Real-Time Feature Extractio: a Fast Line Finder for Vision-Guided
Real-Time Feature Extractio: a Fast Line Finder for Vision-Guided
A Parallel-Line Detection Algorithm Based on HMM Decoding
IEEE Transactions on Pattern Analysis and Machine Intelligence
ICPR '96 Proceedings of the 13th International Conference on Pattern Recognition - Volume 2
Real-time line detection through an improved Hough transform voting scheme
Pattern Recognition
Finding Picture Edges Through Collinearity of Feature Points
IEEE Transactions on Computers
On Straight Line Segment Detection
Journal of Mathematical Imaging and Vision
From Gestalt Theory to Image Analysis: A Probabilistic Approach
From Gestalt Theory to Image Analysis: A Probabilistic Approach
LSD: A Fast Line Segment Detector with a False Detection Control
IEEE Transactions on Pattern Analysis and Machine Intelligence
Edge Drawing: A Heuristic Approach to Robust Real-Time Edge Detection
ICPR '10 Proceedings of the 2010 20th International Conference on Pattern Recognition
Edge Drawing: A combined real-time edge and segment detector
Journal of Visual Communication and Image Representation
EDCircles: A real-time circle detector with a false detection control
Pattern Recognition
Journal of Visual Communication and Image Representation
A videogrammetric as-built data collection method for digital fabrication of sheet metal roof panels
Advanced Engineering Informatics
Two-dimensional multi-pixel anisotropic Gaussian filter for edge-line segment (ELS) detection
Image and Vision Computing
Short Communication: A rectilinear Gaussian model for estimating straight-line parameters
Journal of Visual Communication and Image Representation
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We propose a linear time line segment detector that gives accurate results, requires no parameter tuning, and runs up to 11 times faster than the fastest known line segment detector in the literature; namely, the line segment detector (LSD) by Grompone von Gioi et al. The proposed algorithm makes use of the clean, contiguous (connected) chain of edge pixels produced by our novel edge detector, the Edge Drawing (ED) algorithm; hence the name EDLines. The detector includes a line validation step due to the Helmholtz principle, which lets it control the number of false detections. With its accurate results and blazing speed, EDLines will be very suitable for the next generation real-time computer vision and image processing applications.