Dingjun Song

Exploring Label Probability Sequence to Robustly Learn Deep Convolutional Neural Networks for Road Extraction With Noisy Datasets

Xiaoyu Guo, Zhihui Tian, Xiaohui He, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Robust Deep Neural Networks for Road Extraction From Remote Sensing Images

Xiaohui He, Runchuan Li, Zhiqiang Li, 2020, IEEE Transactions on Geoscience and Remote Sensing.

LR-RoadNet: A long-range context-aware neural network for road extraction via high-resolution remote sensing images

Runchuan Li, Mengjia Qiao, Panle Li, 2021, IET Image Process..

An improved categorical cross entropy for remote sensing image classification based on noisy labels

Xiaoyu Guo, Tao Zhou, Zhihui Tian, 2022, Expert Syst. Appl..

Exploring multiple crowdsourced data to learn deep convolutional neural networks for road extraction

Mengjia Qiao, Xinyu Yan, Panle Li, 2021, Int. J. Appl. Earth Obs. Geoinformation.