LSDNet: Trainable Modification of LSD Algorithm for Real-Time Line Segment Detection

Lev Teplyakov, Leonid Erlygin, Evgeny Shvets

As of today, the best accuracy in line segment detection (LSD) is achieved by algorithms based on convolutional neural networks - CNNs. Unfortunately, these methods utilize deep, h…