Xinyu Wang

Orcid: 0000-0002-0493-3954

Affiliations:
  • Wuhan University, LIESMARS, China


According to our database1, Xinyu Wang authored at least 55 papers between 2016 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Adapting the segment anything model for multi-modal retinal anomaly detection and localization.
Inf. Fusion, 2025

2024
Unsupervised Adaptation Learning for Real Multiplatform Hyperspectral Image Denoising.
IEEE Trans. Cybern., October, 2024

Learning a Cross-Modality Anomaly Detector for Remote Sensing Imagery.
IEEE Trans. Image Process., 2024

A Self-Supervised Spaceborne Multispectral and Hyperspectral Image Fusion Unrolling Network.
IEEE Trans. Geosci. Remote. Sens., 2024

Attention in Attention for Hyperspectral With High Spatial Resolution (H) Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

RBP-MTL: Agricultural Parcel Vectorization via Region-Boundary-Parcel Decoupled Multitask Learning.
IEEE Trans. Geosci. Remote. Sens., 2024

PU-KBS: A Robust Positive and Unlabeled Learning Framework With Key Band Selection for One-Class Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

A Deep Temporal-Spectral-Spatial Anchor-Free Siamese Tracking Network for Hyperspectral Video Object Tracking.
IEEE Trans. Geosci. Remote. Sens., 2024

Segmenting Remote Sensing Anomalies at Instance Level via Anomaly Map-Guided Adaptation.
IEEE Trans. Geosci. Remote. Sens., 2024

One-Step Detection Paradigm for Hyperspectral Anomaly Detection via Spectral Deviation Relationship Learning.
IEEE Trans. Geosci. Remote. Sens., 2024

PhenoCropNet: A Phenology-Aware-Based SAR Crop Mapping Network for Cloudy and Rainy Areas.
IEEE Trans. Geosci. Remote. Sens., 2024

A Channel Adaptive Dual Siamese Network for Hyperspectral Object Tracking.
IEEE Trans. Geosci. Remote. Sens., 2024

Reverse Refinement Network for Narrow Rural Road Detection in High-Resolution Satellite Imagery.
CoRR, 2024

AnomalyCD: A benchmark for Earth anomaly change detection with high-resolution and time-series observations.
CoRR, 2024

A Saliency-Aware Deep Network for Narrow Road Extraction of High-Resolution Remote Sensing Imagery.
Proceedings of the IGARSS 2024, 2024

MVDC: A Multi-View Domain Confusion Strategy for Cross Domain Change Detection.
Proceedings of the IGARSS 2024, 2024

A Multi-Level Fine-Grained Crop Classification Method Based on Multi-Expert Knowledge Distill.
Proceedings of the IGARSS 2024, 2024

2023
One-Class Risk Estimation for One-Class Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

SiamOHOT: A Lightweight Dual Siamese Network for Onboard Hyperspectral Object Tracking via Joint Spatial-Spectral Knowledge Distillation.
IEEE Trans. Geosci. Remote. Sens., 2023

Realistic Mixing Miniature Scene Hyperspectral Unmixing: From Benchmark Datasets to Autonomous Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2023

Unrolling Nonnegative Matrix Factorization With Group Sparsity for Blind Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2023

A Unified Remote Sensing Anomaly Detector Across Modalities and Scenes via Deviation Relationship Learning.
CoRR, 2023

One-Step Detection Paradigm for Hyperspectral Anomaly Detection via Spectral Deviation Relationship Learning.
CoRR, 2023

Class Prior-Free Positive-Unlabeled Learning with Taylor Variational Loss for Hyperspectral Remote Sensing Imagery.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
SiamHYPER: Learning a Hyperspectral Object Tracker From an RGB-Based Tracker.
IEEE Trans. Image Process., 2022

Deep Low-Rank Prior for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Auto-AD: Autonomous Hyperspectral Anomaly Detection Network Based on Fully Convolutional Autoencoder.
IEEE Trans. Geosci. Remote. Sens., 2022

A Self-Supervised Denoising Network for Satellite-Airborne-Ground Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Deep Hyperspectral Video Target Tracking and High Spectral-Spatial-Temporal Resolution (H³) Benchmark Dataset.
IEEE Trans. Geosci. Remote. Sens., 2022

SPNet: Spectral Patching End-to-End Classification Network for UAV-Borne Hyperspectral Imagery With High Spatial and Spectral Resolutions.
IEEE Trans. Geosci. Remote. Sens., 2022

Learning One-Class Hyperspectral Classifier from Positive and Unlabeled Data for Low Proportion Target.
CoRR, 2022

Detecting pine wilt disease at the pixel level from high spatial and spectral resolution UAV-borne imagery in complex forest landscapes using deep one-class classification.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Progressive Label Refinement-Based Distribution Adaptation Framework for Landslide Detection.
Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

2021
Autonomous Endmember Detection via an Abundance Anomaly Guided Saliency Prior for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2021

Deep Convolutional Neural Network Framework for Subpixel Mapping.
IEEE Trans. Geosci. Remote. Sens., 2021

Advances in spaceborne hyperspectral remote sensing in China.
Geo spatial Inf. Sci., 2021

Deep learning-based crop mapping in the cloudy season using one-shot hyperspectral satellite imagery.
Comput. Electron. Agric., 2021

DOCC: Deep one-class crop classification via positive and unlabeled learning for multi-modal satellite imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2021

An Anchor-Free Siamese Target Tracking Network for Hyperspectral Video.
Proceedings of the 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2021

Deep One-Class Crop Extraction Framework for Multi-Modal Remote Sensing Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Hyperspectral Anomaly Detection via Locally Enhanced Low-Rank Prior.
IEEE Trans. Geosci. Remote. Sens., 2020

Optimal Temporal Window Selection for Winter Wheat and Rapeseed Mapping with Sentinel-2 Images: A Case Study of Zhongxiang in China.
Remote. Sens., 2020

WHU-Hi: UAV-borne hyperspectral with high spatial resolution (H2) benchmark datasets for hyperspectral image classification.
CoRR, 2020

S3CRF: Sparse Spatial-Spectral Conditional Random Field Target Detection Framework for Airborne Hyperspectral Data.
IEEE Access, 2020

Cropnet: Deep Spatial-Temporal-Spectral Feature Learning Network for Crop Classification from Time-Series Multi-Spectral Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Blind Hyperspectral Unmixing Considering the Adjacency Effect.
IEEE Trans. Geosci. Remote. Sens., 2019

Cropland Product Fusion Method Based on the Overall Consistency Difference: A Case Study of China.
Remote. Sens., 2019

SPNet: A Spectral Patching Network for End-To-End Hyperspectral Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Saliency-Based Endmember Detection for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2018

Blind Spectral Unmixing Considering the Adjacent Effect.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2017

Spatial-Spectral-Emissivity Land-Cover Classification Fusing Visible and Thermal Infrared Hyperspectral Imagery.
Remote. Sens., 2017

MINI-UAV borne hyperspectral remote sensing: A review.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Thermal anomaly detection based on saliency computation for district heating system.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016


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