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Xin Zhang
ORCID
Publication Activity (10 Years)
Years Active: 2011-2024
Publications (10 Years): 22
Top Topics
Deep Learning
Neural Network
Synthetic Aperture Radar
Land Cover
Top Venues
Remote. Sens.
CoRR
IEEE Access
IEEE J. Biomed. Health Informatics
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Publications
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Xin Zhang
,
Liangxiu Han
,
Tam Sobeih
,
Lianghao Han
,
Darren Dancey
A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation.
CoRR
(2024)
Xin Zhang
,
Liangxiu Han
A Generic Self-Supervised Learning (SSL) Framework for Representation Learning from Spectral-Spatial Features of Unlabeled Remote Sensing Imagery.
Remote. Sens.
15 (21) (2023)
Xin Zhang
,
Liangxiu Han
,
Lianghao Han
,
Haoming Chen
,
Darren Dancey
,
Daoqiang Zhang
sMRI-PatchNet: A Novel Efficient Explainable Patch-Based Deep Learning Network for Alzheimer's Disease Diagnosis With Structural MRI.
IEEE Access
11 (2023)
Xin Zhang
,
Liangxiu Han
,
Tam Sobeih
,
Lianghao Han
,
Nina Dempsey
,
Symeon Lechareas
,
Ascanio Tridente
,
Haoming Chen
,
Stephen White
,
Daoqiang Zhang
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
27 (2) (2023)
Xueliang Feng
,
Shen Tan
,
Yun Dong
,
Xin Zhang
,
Jiaming Xu
,
Liheng Zhong
,
Le Yu
Mapping Large-Scale Bamboo Forest Based on Phenology and Morphology Features.
Remote. Sens.
15 (2) (2023)
Xin Zhang
,
Liangxiu Han
,
Lianghao Han
,
Haoming Chen
,
Darren Dancey
,
Daoqiang Zhang
sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI.
CoRR
(2023)
Samson B. Akintoye
,
Liangxiu Han
,
Xin Zhang
,
Haoming Chen
,
Daoqiang Zhang
A Hybrid Parallelization Approach for Distributed and Scalable Deep Learning.
IEEE Access
10 (2022)
Xin Zhang
,
Liangxiu Han
,
Wenyong Zhu
,
Liang Sun
,
Daoqiang Zhang
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
26 (11) (2022)
Samson B. Akintoye
,
Liangxiu Han
,
Huw Lloyd
,
Xin Zhang
,
Darren Dancey
,
Haoming Chen
,
Daoqiang Zhang
Layer-Wise Partitioning and Merging for Efficient and Scalable Deep Learning.
CoRR
(2022)
Shen Tan
,
Xin Zhang
,
Han Wang
,
Le Yu
,
Yanlei Du
,
Junjun Yin
,
Bingfang Wu
A CNN-Based Self-Supervised Synthetic Aperture Radar Image Denoising Approach.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Xin Zhang
,
Ling Du
,
Shen Tan
,
Fangming Wu
,
Liang Zhu
,
Yuan Zeng
,
Bingfang Wu
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.
13 (6) (2021)
Haoyu Wang
,
Xiang Zhao
,
Shunlin Liang
,
Donghai Wu
,
Xin Zhang
,
Qian Wang
,
Jiacheng Zhao
,
Xiaozheng Du
,
Qian Zhou
Developing Long Time Series 1-km Land Cover Maps From 5-km AVHRR Data Using a Super-Resolution Method.
IEEE Trans. Geosci. Remote. Sens.
59 (7) (2021)
Xin Zhang
,
Liangxiu Han
,
Mark Robinson
,
Anthony Gallagher
A Gans-Based Deep Learning Framework for Automatic Subsurface Object Recognition From Ground Penetrating Radar Data.
IEEE Access
9 (2021)
Xin Zhang
,
Liangxiu Han
,
Lianghao Han
,
Liang Zhu
How Well Do Deep Learning-Based Methods for Land Cover Classification and Object Detection Perform on High Resolution Remote Sensing Imagery?
Remote. Sens.
12 (3) (2020)
Ling Du
,
Gregory W. McCarty
,
Xin Zhang
,
Megan W. Lang
,
Melanie K. Vanderhoof
,
Xia Li
,
Chengquan Huang
,
Sangchul Lee
,
Zhenhua Zou
Mapping Forested Wetland Inundation in the Delmarva Peninsula, USA Using Deep Convolutional Neural Networks.
Remote. Sens.
12 (4) (2020)
Haoyu Wang
,
Xiang Zhao
,
Xin Zhang
,
Donghai Wu
,
Xiaozheng Du
Long Time Series Land Cover Classification in China from 1982 to 2015 Based on Bi-LSTM Deep Learning.
Remote. Sens.
11 (14) (2019)
Fuyou Tian
,
Bingfang Wu
,
Hongwei Zeng
,
Xin Zhang
,
Jiaming Xu
Efficient Identification of Corn Cultivation Area with Multitemporal Synthetic Aperture Radar and Optical Images in the Google Earth Engine Cloud Platform.
Remote. Sens.
11 (6) (2019)
Bingfang Wu
,
Miao Zhang
,
Nana Yan
,
Qiang Xing
,
Weiwei Zhu
,
Xin Zhang
Cloud Based Cropwatchglobal Remote Sensing Monitoring Online System.
IGARSS
(2018)
Xin Zhang
,
Bingfang Wu
,
Guillermo E. Ponce-Campos
,
Miao Zhang
,
Sheng Chang
,
Fuyou Tian
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.
10 (8) (2018)
Xin Zhang
,
Bingfang Wu
,
Liang Zhu
,
Fuyou Tian
,
Miao Zhang
,
Yuan Zeng
Land use mapping in the Three Gorges Reservoir Area based on semantic segmentation deep learning method.
CoRR
(2018)
Xin Zhang
,
Miao Zhang
,
Yang Zheng
,
Bingfang Wu
Crop Mapping Using PROBA-V Time Series Data at the Yucheng and Hongxing Farm in China.
Remote. Sens.
8 (11) (2016)
Yang Zheng
,
Miao Zhang
,
Xin Zhang
,
Hongwei Zeng
,
Bingfang Wu
Mapping Winter Wheat Biomass and Yield Using Time Series Data Blended from PROBA-V 100- and 300-m S1 Products.
Remote. Sens.
8 (10) (2016)
Xiang Zhao
,
Shunlin Liang
,
Suhong Liu
,
Wenping Yuan
,
Zhiqiang Xiao
,
Qiang Liu
,
Jie Cheng
,
Xiaotong Zhang
,
Hairong Tang
,
Xin Zhang
,
Qiang Liu
,
Gongqi Zhou
,
Shuai Xu
,
Kai Yu
The Global Land Surface Satellite (GLASS) Remote Sensing Data Processing System and Products.
Remote. Sens.
5 (5) (2013)
Xin Zhang
,
Xiang Zhao
,
Guodong Liu
,
Qian Kang
,
Donghai Wu
Radioactive Quality Evaluation and Cross Validation of Data from the HJ-1A/B Satellites' CCD Sensors.
Sensors
13 (7) (2013)
Xin Zhang
,
Xiang Zhao
,
Bing Li
,
Ni Hu
,
Qing Li
,
Suhong Liu
A method for the retrieval of aerosol optical thickness on CBERS data from top-of-atmosphere radiance.
IGARSS
(2011)