Yuansheng Hua

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 45

Top Topics

Semantic Segmentation

Image Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Qingyu Li, Lichao Mou, Yao Sun, Yuansheng Hua, Yilei Shi, Xiaoxiang Zhu
A Review of Building Extraction From Remote Sensing Imagery: Geometrical Structures and Semantic Attributes. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhenghang Yuan, Lichao Mou, Yuansheng Hua, Xiaoxiang Zhu
RRSIS: Referring Remote Sensing Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Shanyu Zhou, Lichao Mou, Yuansheng Hua, Lixian Zhang, Hermann Kaufmann, Xiao Xiang Zhu
Can we use deep learning models to identify the functionality of plastics from space? Int. J. Appl. Earth Obs. Geoinformation 123 (2023)
Zhenghang Yuan, Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
RRSIS: Referring Remote Sensing Image Segmentation. CoRR (2023)
Qingyu Li, Lichao Mou, Yuansheng Hua, Yilei Shi, Sining Chen, Yao Sun, Xiao Xiang Zhu
3DCentripetalNet: Building height retrieval from monocular remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation 120 (2023)
Shanyu Zhou, Lichao Mou, Lixian Zhang, Yuansheng Hua, Hermann Kaufmann, Xiaoxiang Zhu
Function Assignment of Plastics based on Hyperspectral Satellite Images and High-Resolution Data Using Deep Learning Algorithms. IGARSS (2023)
Lichao Mou, Yuansheng Hua, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu
FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification. CoRR (2022)
Qingyu Li, Lichao Mou, Yuansheng Hua, Yilei Shi, Xiao Xiang Zhu
Building Footprint Generation Through Convolutional Neural Networks With Attraction Field Representation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia
Semantic Segmentation of Remote Sensing Images With Sparse Annotations. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu
FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yao Sun, Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
CG-Net: Conditional GIS-Aware Network for Individual Building Segmentation in VHR SAR Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yuansheng Hua, Lichao Mou, Pu Jin, Xiao Xiang Zhu
MultiScene: A Large-Scale Dataset and Benchmark for Multiscene Recognition in Single Aerial Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qingyu Li, Lichao Mou, Yuansheng Hua, Yilei Shi, Xiao Xiang Zhu
CrossGeoNet: A Framework for Building Footprint Generation of Label-Scarce Geographical Regions. Int. J. Appl. Earth Obs. Geoinformation 111 (2022)
Tianze Yu, Jianzhe Lin, Lichao Mou, Yuansheng Hua, Xiaoxiang Zhu, Z. Jane Wang
SCIDA: Self-Correction Integrated Domain Adaptation From Single- to Multi-Label Aerial Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification. CoRR (2021)
Yao Sun, Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
Conditional GIS-Aware Network for Individual Building Segmentation in a VHR SAR Image. IGARSS (2021)
Tianze Yu, Jianzhe Lin, Lichao Mou, Yuansheng Hua, Xiaoxiang Zhu, Z. Jane Wang
SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images. CoRR (2021)
Yuansheng Hua, Lichao Mou, Pu Jin, Xiao Xiang Zhu
Unconstrained Aerial Scene Recognition with Deep Neural Networks and a New Dataset. IGARSS (2021)
Yuansheng Hua, Lichao Mou, Jianzhe Lin, Konrad Heidler, Xiao Xiang Zhu
Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory Networks. CoRR (2021)
Yuansheng Hua, Lichao Mou, Pu Jin, Xiao Xiang Zhu
MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images. CoRR (2021)
Cong Luo, Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
Improving Land Cover Classification with a Shift-Invariant Center-Focusing Convolutional Neural Network. IGARSS (2021)
Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu
Temporal Relations Matter: A Two-Pathway Network for Aerial Video Recognition. IGARSS (2021)
Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia
Semantic Segmentation of Remote Sensing Images with Sparse Annotations. CoRR (2021)
Yao Sun, Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
CG-Net: Conditional GIS-aware Network for Individual Building Segmentation in VHR SAR Images. CoRR (2020)
Xiao Xiang Zhu, Sina Montazeri, Mohsin Ali, Yuansheng Hua, Yuanyuan Wang, Lichao Mou, Yilei Shi, Feng Xu, Richard Bamler
Deep Learning Meets SAR. CoRR (2020)
Lichao Mou, Yuansheng Hua, Pu Jin, Xiao Xiang Zhu
ERA: A Dataset and Deep Learning Benchmark for Event Recognition in Aerial Videos. CoRR (2020)
Lichao Mou, Yuansheng Hua, Pu Jin, Xiao Xiang Zhu
Event and Activity Recognition in Aerial Videos Using Deep Neural Networks and a New Dataset. IGARSS (2020)
Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
Relation Matters: Relational Context-Aware Fully Convolutional Network for Semantic Segmentation of High-Resolution Aerial Images. IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)
Yuansheng Hua, Sylvain Lobry, Lichao Mou, Devis Tuia, Xiao Xiang Zhu
Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings. IGARSS (2020)
Qingyu Li, Lichao Mou, Yuansheng Hua, Yao Sun, Pu Jin, Yilei Shi, Xiao Xiang Zhu
Instance segmentation of buildings using keypoints. CoRR (2020)
Qingyu Li, Lichao Mou, Yuansheng Hua, Yao Sun, Pu Jin, Yilei Shi, Xiao Xiang Zhu
Instance Segmentation of Buildings Using Keypoints. IGARSS (2020)
Di Hu, Lichao Mou, Qingzhong Wang, Junyu Gao, Yuansheng Hua, Dejing Dou, Xiao Xiang Zhu
Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions. CoRR (2020)
Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
Relation Network for Multilabel Aerial Image Classification. IEEE Trans. Geosci. Remote. Sens. 58 (7) (2020)
Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes. CoRR (2019)
Xiao Xiang Zhu, Jingliang Hu, Chunping Qiu, Yilei Shi, Jian Kang, Lichao Mou, Hossein Bagheri, Matthias Häberle, Yuansheng Hua, Rong Huang, Lloyd H. Hughes, Hao Li, Yao Sun, Guichen Zhang, Shiyao Han, Michael Schmitt, Yuanyuan Wang
So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification. CoRR (2019)
Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
Multi-label Aerial Image Classification using A Bidirectional Class-wise Attention Network. JURSE (2019)
Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes. CVPR (2019)
Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
Spatial Relational Reasoning in Networks for Improving Semantic Segmentation of Aerial Images. IGARSS (2019)
Yao Sun, Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
Large-scale Building Height Estimation from Single VHR SAR image Using Fully Convolutional Network and GIS building footprints. JURSE (2019)
Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
Label Relation Inference for Multi-Label Aerial Image Classification. IGARSS (2019)
Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
Relation Network for Multi-label Aerial Image Classification. CoRR (2019)
Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
LAHNet: A Convolutional Neural Network Fusing Low- and High-Level Features for Aerial Scene Classification. IGARSS (2018)
Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
Recurrently Exploring Class-wise Attention in A Hybrid Convolutional and Bidirectional LSTM Network for Multi-label Aerial Image Classification. CoRR (2018)