Yansheng Li
Orcid: 0000-0001-8203-1246Affiliations:
- Wuhan University, School of Remote Sensing and Information Engineering, China
According to our database1,
Yansheng Li
authored at least 72 papers
between 2014 and 2024.
Collaborative distances:
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Bibliography
2024
MMKDGAT: Multi-modal Knowledge graph-aware Deep Graph Attention Network for remote sensing image recommendation.
Expert Syst. Appl., January, 2024
GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images.
Pattern Recognit., November, 2023
To see further: Knowledge graph-aware deep graph convolutional network for recommender systems.
Inf. Sci., November, 2023
HS<sup>2</sup>P: Hierarchical spectral and structure-preserving fusion network for multimodal remote sensing image cloud and shadow removal.
Inf. Fusion, June, 2023
Cost-efficient information extraction from massive remote sensing data: When weakly supervised deep learning meets remote sensing big data.
Int. J. Appl. Earth Obs. Geoinformation, June, 2023
MFVNet: a deep adaptive fusion network with multiple field-of-views for remote sensing image semantic segmentation.
Sci. China Inf. Sci., April, 2023
Multi-source knowledge graph reasoning for ocean oil spill detection from satellite SAR images.
Int. J. Appl. Earth Obs. Geoinformation, February, 2023
IEEE Trans. Multim., 2023
SPGAN-DA: Semantic-Preserved Generative Adversarial Network for Domain Adaptive Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023
Semantic-Aware Attack and Defense on Deep Hashing Networks for Remote-Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2023
Semi-supervised Deep Learning via Transformation Consistency Regularization for Remote Sensing Image Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery.
CoRR, 2023
CoRR, 2023
CoRR, 2023
2022
DACHA: A Dual Graph Convolution Based Temporal Knowledge Graph Representation Learning Method Using Historical Relation.
ACM Trans. Knowl. Discov. Data, 2022
DNAS: Decoupling Neural Architecture Search for High-Resolution Remote Sensing Image Semantic Segmentation.
Remote. Sens., 2022
Dark Spot Detection from SAR Images Based on Superpixel Deeper Graph Convolutional Network.
Remote. Sens., 2022
Combining deep learning and ontology reasoning for remote sensing image semantic segmentation.
Knowl. Based Syst., 2022
KLGCN: Knowledge graph-aware Light Graph Convolutional Network for recommender systems.
Expert Syst. Appl., 2022
Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic Segmentation.
CoRR, 2022
ElegantSeg: End-to-End Holistic Learning for Extra-Large Image Semantic Segmentation.
CoRR, 2022
Dark Spot Detection from SAR Images Based on Superpixel Deeper Graph Convolutional Network.
CoRR, 2022
RLPath: a knowledge graph link prediction method using reinforcement learning based attentive relation path searching and representation learning.
Appl. Intell., 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Learning Soft Estimator of Keypoint Scale and Orientation with Probabilistic Covariant Loss.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Learning Deep Cross-Modal Embedding Networks for Zero-Shot Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Cybern., 2021
Remote. Sens., 2021
Combining Deep Semantic Segmentation Network and Graph Convolutional Neural Network for Semantic Segmentation of Remote Sensing Imagery.
Remote. Sens., 2021
MSResNet: Multiscale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery.
Remote. Sens., 2021
AG3line: Active grouping and geometry-gradient combined validation for fast line segment extraction.
Pattern Recognit., 2021
RMNA: A Neighbor Aggregation-Based Knowledge Graph Representation Learning Model Using Rule Mining.
CoRR, 2021
CoRR, 2021
Rotation Consistency-Preserved Generative Adversarial Networks for Cross-Domain Aerial Image Semantic Segmentation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Representation Learning of Remote Sensing Knowledge Graph for Zero-Shot Remote Sensing Image Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Exemplar-Based Recursive Instance Segmentation With Application to Plant Image Analysis.
IEEE Trans. Image Process., 2020
Infrared Small Target Detection via Low-Rank Tensor Completion With Top-Hat Regularization.
IEEE Trans. Geosci. Remote. Sens., 2020
Multi-Label Remote Sensing Image Scene Classification by Combining a Convolutional Neural Network and a Graph Neural Network.
Remote. Sens., 2020
Collaboratively boosting data-driven deep learning and knowledge-guided ontological reasoning for semantic segmentation of remote sensing imagery.
CoRR, 2020
Unsupervised Style Transfer via Dualgan for Cross-Domain Aerial Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Deep Networks Under Block-Level Supervision for Pixel-Level Cloud Detection in Multi-Spectral Satellite Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
IEEE Trans. Geosci. Remote. Sens., 2019
Learning Deep Networks under Noisy Labels for Remote Sensing Image Scene Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
IEEE Trans. Geosci. Remote. Sens., 2018
Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2018
Automatic Extraction of Built-Up Areas From Panchromatic and Multispectral Remote Sensing Images Using Double-Stream Deep Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Pattern Recognit., 2018
Adaptive top-hat filter based on quantum genetic algorithm for infrared small target detection.
Multim. Tools Appl., 2018
Infrared moving point target detection based on an anisotropic spatial-temporal fourth-order diffusion filter.
Comput. Electr. Eng., 2018
Adaptive Image Mismatch Removal With Vector Field Interpolation Based on Improved Regularization and Gaussian Kernel Function.
IEEE Access, 2018
Greedy Annotation of Remote Sensing Image Scenes Based on Automatic Aggregation via Hierarchical Similarity Diffusion.
IEEE Access, 2018
Salient Object Detection Via Double Sparse Representations Under Visual Attention Guidance.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
IEEE Trans. Multim., 2017
Feature guided Gaussian mixture model with semi-supervised EM and local geometric constraint for retinal image registration.
Inf. Sci., 2017
ISPRS Int. J. Geo Inf., 2017
2016
Content-Based High-Resolution Remote Sensing Image Retrieval via Unsupervised Feature Learning and Collaborative Affinity Metric Fusion.
Remote. Sens., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
A novel spatio-temporal saliency approach for robust dim moving target detection from airborne infrared image sequences.
Inf. Sci., 2016
2015
Cauchy Graph Embedding Optimization for Built-Up Areas Detection From High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Aircraft Detection in High-Resolution SAR Images Based on a Gradient Textural Saliency Map.
Sensors, 2015
Unsupervised Spectral-Spatial Feature Learning With Stacked Sparse Autoencoder for Hyperspectral Imagery Classification.
IEEE Geosci. Remote. Sens. Lett., 2015
Unsupervised Ship Detection Based on Saliency and S-HOG Descriptor From Optical Satellite Images.
IEEE Geosci. Remote. Sens. Lett., 2015
Built-Up Area Detection From Satellite Images Using Multikernel Learning, Multifield Integrating, and Multihypothesis Voting.
IEEE Geosci. Remote. Sens. Lett., 2015
Salient object detection via contrast information and object vision organization cues.
Neurocomputing, 2015
Comput. Vis. Image Underst., 2015
2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014