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Xiaofu Wu

2 accepted papers

2020

FDDWNet: A Lightweight Convolutional Neural Network for Real-Time Semantic Segmentation

Jia Liu, Quan Zhou, Yong Qiang, Bin Kang, Xiaofu Wu, Baoyu Zheng
ICASSP 2020accepted

This paper introduces a lightweight convolutional neural network, called FDDWNet, for real-time accurate semantic segmentation. In contrast to recent advances of lightweight networks that prefer to utilize shallow structure, FDDWNet makes an effort to design more deeper network architecture, while m…

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2019

CAN: Contextual Aggregating Network for Semantic Segmentation

Dechun Cong, Quan Zhou, Jie Cheng, Xiaofu Wu, Suofei Zhang, Weihua Ou +1
ICASSP 2019accepted

Fully convolutional neural networks (FCNs) have shown great success in dense estimation tasks. One key pillar of such progress is mining multi-scale context cues from features in different convolutional layers. This paper introduces contextual aggregating network(CAN), a generic convolutional featur…

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