LSD: A Fast Line Segment Detector with a False Detection Control

Key Points

• The aim is to develop a linear-time line segment detector that minimizes false detections without parameter tuning.
• Developed a fast line segment detection algorithm in linear time with controlled false detections.
• Tested and analyzed performance against state-of-the-art algorithms.
• Evaluated on a wide range of natural images.
• Achieved higher accuracy rates compared to existing line segment detection algorithms.
• Maintained a low number of false detections across all tested images.

Abstract