Song Ouyang

Combining deep learning and ontology reasoning for remote sensing image semantic segmentation

Yansheng Li, Song Ouyang, Yongjun Zhang · Knowledge-Based Systems · 2022 · 85 citations

Image Classification, Convolutional Neural Network, Machine Vision +13

Combining Deep Semantic Segmentation Network and Graph Convolutional Neural Network for Semantic Segmentation of Remote Sensing Imagery

Song Ouyang, Yansheng Li · Remote Sensing · 2020 · 79 citations · Full text

Convolutional Neural Network, Scene Analysis, Engineering +20

Domain Adaptation for Remote Sensing Image Semantic Segmentation: An Integrated Approach of Contrastive Learning and Adversarial Learning

Lubin Bai, Shihong Du, Xiuyuan Zhang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 56 citations

Convolutional Neural Network, Engineering, Machine Learning +21

MDFF: A Method for Fine-Grained UFZ Mapping With Multimodal Geographic Data and Deep Network

Song Ouyang, Shihong Du, Xiuyuan Zhang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2023 · 17 citations · Full text

Water extraction from optical high-resolution remote sensing imagery: a multi-scale feature extraction network with contrastive learning

Bo Liu, Shihong Du, Lubin Bai et al. · GIScience & Remote Sensing · 2023 · 14 citations · Full text

Convolutional Neural Network, Engineering, Feature Detection +24