21 citations · 58 across the 11 of their papers we have counts for
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cs.CV2019★ 4 cited
FDDWNet: A Lightweight Convolutional Neural Network for Real-time Sementic Segmentation
Jia Liu, Quan Zhou, Yong Qiang +3
This paper introduces a lightweight convolutional neural network, called FDDWNet, for real-time accurate semantic segmentation. In contrast to recent advances of lightweight networ…
cs.CV2019★ 4 cited
ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation
Yu Wang, Quan Zhou, Xiaofu Wu
The recent years have witnessed great advances for semantic segmentation using deep convolutional neural networks (DCNNs). However, a large number of convolutional layers and featu…
cs.CV2019★ 21 cited
LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation
Yu Wang, Quan Zhou, Jia Liu +4
The extensive computational burden limits the usage of CNNs in mobile devices for dense estimation tasks. In this paper, we present a lightweight network to address this problem,na…