[1] Tian X, Wang L, Ding Q. Review of image semantic segmentation based on deep learning[J]. Journal of Software, 30, 440-468(2019).
[4] Chen L C, Papandreou G, Kokkinos I et al. DeepLab:semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected CRFs[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 40, 834-848(2018).
[6] Chen L C, Zhu Y K, Papandreou G et al. Encoder-decoder with atrous separable convolution for semantic image segmentation[M]. //Ferrari V, Hebert M, Sminchisescu C, et al. Computer vision-ECCV 2018. Lecture notes in computer science, 11211, 833-851(2018).
[7] Yuan L, Yuan J S, Zhang D Z. Remote sensing image classification based on DeepLab-v3+[J]. Laser & Optoelectronics Progress, 56, 152801(2019).
[8] Zhang Z H, Fang W, Du L L et al. Semantic segmentation of remote sensing image based on encoder-decoder convolutional neural network[J]. Acta Optica Sinica, 40, 0310001(2020).
[9] Le Cun Y, Bengio Y. Convolutional networks for images, speech, and time series[J]. The Handbook of Brain Theory and Neural Networks, 3361, 255-258(1995).
[10] He K M, Zhang X Y, Ren S Q et al. Deep residual learning for image recognition[C]. //2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 27-30, 2016, Las Vegas, NV, USA., 770-778(2016).
[12] Cheng X Y, Zhao L Z, Hu Q et al. Real-time semantic segmentation based on dilated convolution smoothing and lightweight up-sampling[J]. Laser & Optoelectronics Progress, 57, 021017(2020).
[14] Cai Y, Huang X G, Zhang Z A et al. Real-time semantic segmentation algorithm based on feature fusion technology[J]. Laser & Optoelectronics Progress, 57, 021011(2020).
[15] Chollet F. Xception:deep learning with depthwise separable convolutions[C]. //2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 21-26, 2017, Honolulu, HI, USA, 1800-1807(2017).
[17] Lin T Y, Dollár P, Girshick R et al. Feature pyramid networks for object detection[C]. //2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 21-26, 2017, Honolulu, HI, USA., 936-944(2017).
[18] Hariharan B, Arbelaez P, Bourdev L et al. Semantic contours from inverse detectors[C]. //2011 IEEE International Conference on Computer Vision(ICCV), November 6-13, 2011, Barcelona, Spain., 991-998(2011).
[19] Everingham M, Eslami S M A, Gool L et al. The pascal visual object classes challenge: a retrospective[J]. International Journal of Computer Vision, 111, 98-136(2015).