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

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, heavy networks and are slower than traditional model-based detectors. In this paper we build an accurate yet f...

Volledige beschrijving

Bewaard in:
Bibliografische gegevens
Hoofdauteurs: Lev Teplyakov, Leonid Erlygin, Evgeny Shvets
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: IEEE 2022-01-01
Reeks:IEEE Access
Onderwerpen:
Convolutional neural networks
edge detection
line segment detection
U-net
LSD
Online toegang:https://ieeexplore.ieee.org/document/9761231/
Tags: Voeg label toe
Geen labels, Wees de eerste die dit record labelt!

Gelijkaardige items