Laser & Optoelectronics Progress, Volume. 59, Issue 4, 0410015(2022)
Improved Lightweight Semantic Segmentation Algorithm Based on DeepLabv3
[1] Wang Z Y, Ni X Y, Shang Z D. Autonomous driving semantic segmentation with convolution neural networks[J]. Optics and Precision Engineering, 27, 2429-2438(2019).
[2] Wang L F, Yan C M. Review on semantic segmentation of road scenes[J]. Laser & Optoelectronics Progress, 58, 120003(2021).
[3] Huang G, Liu X L. Automatic extraction and classification of road markings based on deep learning[J]. Chinese Journal of Lasers, 46, 0804002(2019).
[4] Yuan L, Yuan J S, Zhang D Z. Remote sensing image classification based on DeepLab-v3+[J]. Laser & Optoelectronics Progress, 56, 152801(2019).
[5] Wu Y C, Lin L, Wang J X et al. Application of semantic segmentation based on convolutional neural network in medical images[J]. Journal of Biomedical Engineering, 37, 533-540(2020).
[17] Wu Y X, He K M. Group normalization[M]. Computer vision-ECCV 2018, 11217, 3-19(2018).
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Yan Yao, Likun Hu, Jun Guo. Improved Lightweight Semantic Segmentation Algorithm Based on DeepLabv3
Category: Image Processing
Received: Feb. 18, 2021
Accepted: Apr. 14, 2021
Published Online: Jan. 25, 2022
The Author Email: Hu Likun (hlk3email@163.com)