Yuansheng Hua
Orcid: 0000-0001-9238-2920
According to our database1,
Yuansheng Hua
authored at least 39 papers
between 2018 and 2024.
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Bibliography
2024
IEEE Trans. Geosci. Remote. Sens., 2024
A Review of Building Extraction From Remote Sensing Imagery: Geometrical Structures and Semantic Attributes.
IEEE Trans. Geosci. Remote. Sens., 2024
2023
Can we use deep learning models to identify the functionality of plastics from space?
Int. J. Appl. Earth Obs. Geoinformation, September, 2023
Int. J. Appl. Earth Obs. Geoinformation, June, 2023
Function Assignment of Plastics based on Hyperspectral Satellite Images and High-Resolution Data Using Deep Learning Algorithms.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Deep Learning for Aerial Scene Understanding in High Resolution Remote Sensing Imagery from the Lab to the Wild.
PhD thesis, 2022
SCIDA: Self-Correction Integrated Domain Adaptation From Single- to Multi-Label Aerial Images.
IEEE Trans. Geosci. Remote. Sens., 2022
CG-Net: Conditional GIS-Aware Network for Individual Building Segmentation in VHR SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022
Building Footprint Generation Through Convolutional Neural Networks With Attraction Field Representation.
IEEE Trans. Geosci. Remote. Sens., 2022
FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
MultiScene: A Large-Scale Dataset and Benchmark for Multiscene Recognition in Single Aerial Images.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
CrossGeoNet: A Framework for Building Footprint Generation of Label-Scarce Geographical Regions.
Int. J. Appl. Earth Obs. Geoinformation, 2022
2021
Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory Networks.
CoRR, 2021
MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images.
CoRR, 2021
Conditional GIS-Aware Network for Individual Building Segmentation in a VHR SAR Image.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Improving Land Cover Classification with a Shift-Invariant Center-Focusing Convolutional Neural Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Relation Matters: Relational Context-Aware Fully Convolutional Network for Semantic Segmentation of High-Resolution Aerial Images.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
CoRR, 2020
Event and Activity Recognition in Aerial Videos Using Deep Neural Networks and a New Dataset.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
CoRR, 2019
Large-scale Building Height Estimation from Single VHR SAR image Using Fully Convolutional Network and GIS building footprints.
Proceedings of the Joint Urban Remote Sensing Event, 2019
Multi-label Aerial Image Classification using A Bidirectional Class-wise Attention Network.
Proceedings of the Joint Urban Remote Sensing Event, 2019
Spatial Relational Reasoning in Networks for Improving Semantic Segmentation of Aerial Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Recurrently Exploring Class-wise Attention in A Hybrid Convolutional and Bidirectional LSTM Network for Multi-label Aerial Image Classification.
CoRR, 2018
LAHNet: A Convolutional Neural Network Fusing Low- and High-Level Features for Aerial Scene Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018