25 citations · 25 across the 1 of their papers we have counts for
2 papers
cs.CV2022★ 25 cited
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…
cs.CV2020
Line detection via a lightweight CNN with a Hough Layer
Lev Teplyakov, Kirill Kaymakov, Evgeny Shvets +1
Line detection is an important computer vision task traditionally solved by Hough Transform. With the advance of deep learning, however, trainable approaches to line detection beca…