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...

Popoln opis

Shranjeno v:
Bibliografske podrobnosti
Main Authors: Lev Teplyakov, Leonid Erlygin, Evgeny Shvets
Format: Artigo
Jezik:Inglês
Izdano: IEEE 2022-01-01
Serija:IEEE Access
Teme:
Convolutional neural networks
edge detection
line segment detection
U-net
LSD
Online dostop:https://ieeexplore.ieee.org/document/9761231/
Oznake: Označite
Brez oznak, prvi označite!

Podobne knjige/članki