Xin Zhang

Orcid: 0000-0001-7844-593X

Affiliations:
  • Chinese Academy of Sciences, Institute of Remote Sensing and Digital Earth, Key Laboratory of Digital Earth Science, Beijing, China (since 2014)
  • Beijing Normal University, Faculty of Geographical Science


According to our database1, Xin Zhang authored at least 30 papers between 2011 and 2024.

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

Timeline

Legend:

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Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation.
CoRR, 2024

ICPR 2024 Competition on Beyond Visible Spectrum: AI for Agriculture.
Proceedings of the Pattern Recognition. Competitions - 27th International Conference, 2024

2023
A Generic Self-Supervised Learning (SSL) Framework for Representation Learning from Spectral-Spatial Features of Unlabeled Remote Sensing Imagery.
Remote. Sens., November, 2023

CXR-Net: A Multitask Deep Learning Network for Explainable and Accurate Diagnosis of COVID-19 Pneumonia From Chest X-Ray Images.
IEEE J. Biomed. Health Informatics, February, 2023

Mapping Large-Scale Bamboo Forest Based on Phenology and Morphology Features.
Remote. Sens., January, 2023

sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI.
CoRR, 2023

sMRI-PatchNet: A Novel Efficient Explainable Patch-Based Deep Learning Network for Alzheimer's Disease Diagnosis With Structural MRI.
IEEE Access, 2023

2022
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI.
IEEE J. Biomed. Health Informatics, 2022

A CNN-Based Self-Supervised Synthetic Aperture Radar Image Denoising Approach.
IEEE Trans. Geosci. Remote. Sens., 2022

The Self-Supervised Spectral-Spatial Vision Transformer Network for Accurate Prediction of Wheat Nitrogen Status from UAV Imagery.
Remote. Sens., 2022

Layer-Wise Partitioning and Merging for Efficient and Scalable Deep Learning.
CoRR, 2022

A Hybrid Parallelization Approach for Distributed and Scalable Deep Learning.
IEEE Access, 2022

2021
Developing Long Time Series 1-km Land Cover Maps From 5-km AVHRR Data Using a Super-Resolution Method.
IEEE Trans. Geosci. Remote. Sens., 2021

Land Use and Land Cover Mapping Using RapidEye Imagery Based on a Novel Band Attention Deep Learning Method in the Three Gorges Reservoir Area.
Remote. Sens., 2021

The channel-spatial attention-based vision transformer network for automated, accurate prediction of crop nitrogen status from UAV imagery.
CoRR, 2021

CXR-Net: An Encoder-Decoder-Encoder Multitask Deep Neural Network for Explainable and Accurate Diagnosis of COVID-19 pneumonia with Chest X-ray Images.
CoRR, 2021

A Gans-Based Deep Learning Framework for Automatic Subsurface Object Recognition From Ground Penetrating Radar Data.
IEEE Access, 2021

2020
How Well Do Deep Learning-Based Methods for Land Cover Classification and Object Detection Perform on High Resolution Remote Sensing Imagery?
Remote. Sens., 2020

Mapping Forested Wetland Inundation in the Delmarva Peninsula, USA Using Deep Convolutional Neural Networks.
Remote. Sens., 2020

2019
A Deep Learning-Based Approach for Automated Yellow Rust Disease Detection from High-Resolution Hyperspectral UAV Images.
Remote. Sens., 2019

Long Time Series Land Cover Classification in China from 1982 to 2015 Based on Bi-LSTM Deep Learning.
Remote. Sens., 2019

Efficient Identification of Corn Cultivation Area with Multitemporal Synthetic Aperture Radar and Optical Images in the Google Earth Engine Cloud Platform.
Remote. Sens., 2019

2018
Mapping up-to-Date Paddy Rice Extent at 10 M Resolution in China through the Integration of Optical and Synthetic Aperture Radar Images.
Remote. Sens., 2018

Land use mapping in the Three Gorges Reservoir Area based on semantic segmentation deep learning method.
CoRR, 2018

Cloud Based Cropwatchglobal Remote Sensing Monitoring Online System.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2016
Mapping Winter Wheat Biomass and Yield Using Time Series Data Blended from PROBA-V 100- and 300-m S1 Products.
Remote. Sens., 2016

Crop Mapping Using PROBA-V Time Series Data at the Yucheng and Hongxing Farm in China.
Remote. Sens., 2016

2013
Radioactive Quality Evaluation and Cross Validation of Data from the HJ-1A/B Satellites' CCD Sensors.
Sensors, 2013

The Global Land Surface Satellite (GLASS) Remote Sensing Data Processing System and Products.
Remote. Sens., 2013

2011
A method for the retrieval of aerosol optical thickness on CBERS data from top-of-atmosphere radiance.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011


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