Dingjun Song

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 7

Top Topics

Road Extraction

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

IET Image Process.

Publications

Panle Li, Xiaohui He, Mengjia Qiao, Xijie Cheng, Jiamian Li, Xiaoyu Guo, Tao Zhou, Dingjun Song, Mingyang Chen, Disheng Miao, Yinjie Jiang, Zhihui Tian
Exploring Label Probability Sequence to Robustly Learn Deep Convolutional Neural Networks for Road Extraction With Noisy Datasets. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Panle Li, Xiaohui He, Xijie Cheng, Mengjia Qiao, Dingjun Song, Mingyang Chen, Tao Zhou, Jiamian Li, Xiaoyu Guo, Shaokai Hu, Zhihui Tian
An improved categorical cross entropy for remote sensing image classification based on noisy labels. Expert Syst. Appl. 205 (2022)
Panle Li, Xiaohui He, Mengjia Qiao, Disheng Miao, Xijie Cheng, Dingjun Song, Mingyang Chen, Jiamian Li, Tao Zhou, Xiaoyu Guo, Xinyu Yan, Zhihui Tian
Corrigendum to "Exploring multiple crowdsourced data to learn deep convolutional neural networks for road extraction" [Int. J. Appl. Earth Observ. Geoinf. 104 (2021) 102544]. Int. J. Appl. Earth Obs. Geoinformation 114 (2022)
Panle Li, Zhihui Tian, Xiaohui He, Mengjia Qiao, Xijie Cheng, Dingjun Song, Mingyang Chen, Jiamian Li, Tao Zhou, Xiaoyu Guo, Zhiqiang Li, Daidong Li, Zihao Ding, Runchuan Li
LR-RoadNet: A long-range context-aware neural network for road extraction via high-resolution remote sensing images. IET Image Process. 15 (13) (2021)
Panle Li, Xiaohui He, Dingjun Song, Zihao Ding, Mengjia Qiao, Xijie Cheng, Runchuan Li
Improved Categorical Cross-Entropy Loss for Training Deep Neural Networks with Noisy Labels. PRCV (4) (2021)
Panle Li, Xiaohui He, Mengjia Qiao, Disheng Miao, Xijie Cheng, Dingjun Song, Mingyang Chen, Jiamian Li, Tao Zhou, Xiaoyu Guo, Xinyu Yan, Zhihui Tian
Exploring multiple crowdsourced data to learn deep convolutional neural networks for road extraction. Int. J. Appl. Earth Obs. Geoinformation 104 (2021)
Panle Li, Xiaohui He, Mengjia Qiao, Xijie Cheng, Zhiqiang Li, Haotian Luo, Dingjun Song, Daidong Li, Shaokai Hu, Runchuan Li, Pu Han, Fangbing Qiu, Hengliang Guo, Jiandong Shang, Zhihui Tian
Robust Deep Neural Networks for Road Extraction From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 59 (7) (2021)