Rethinking 1D convolution for lightweight semantic segmentation

Lightweight semantic segmentation promotes the application of semantic segmentation in tiny devices. The existing lightweight semantic segmentation network (LSNet) has the problems of low precision and a large number of parameters. In response to the above problems, we designed a full 1D convolution...

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Bibliographic Details
Main Authors: Chunyu Zhang, Fang Xu, Chengdong Wu, Chenglong Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Neurorobotics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2023.1119231/full