LDC: Lightweight Dense CNN for Edge Detection

This paper presents a Lightweight Dense Convolutional (LDC) neural network for edge detection. The proposed model is an adaptation of two state-of-the-art approaches, but it requires less than 4% of parameters in comparison with these approaches. The proposed architecture generates thin e...

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Bibliographic Details
Main Authors: Xavier Soria, Gonzalo Pomboza-Junez, Angel Domingo Sappa
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9807316/