LineFit is a generic line segment detector that fits line segments from a predicted image gradient map. While existing detectors aim at capturing line segments on line-like structures, LineFit also seeks to approximate curved shapes. LineFit measures and optimizes the quality of a line segment configuration globally as a point-to-line fitting problem.
Here are some examples of line detection on various type of images:
Download
Click HERE to download the Windows executable.
Linux executable coming soon.
Citation
If you use LineFit in your research please refer to the paper ‘LineFit: A Geometric Approach for Fitting Line Segments in Images’ by Marion Boyer, David Youssefi and Florent Lafarge, presented at ECCV 2024.
Copyright
The executable can be used for research purposes only. The software is copyrighted by Inria / CNES / AIRBUS DS
