Xin Zhang

40 papers C 2Journal 36Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A WDLoRA-Based Multimodal Generative Framework for Clinically Guided Corneal Confocal Microscopy Image Synthesis in Diabetic Neuropathy.
CoRR
Xin Zhang, Liangxiu Han, Yue Shi, Yalin Zheng, Uazman Alam, Maryam Ferdousi, Rayaz A. Malik
2026 J jnl
AgriPINN: A Process-Informed Neural Network for Interpretable and Scalable Crop Biomass Prediction Under Water Stress.
CoRR
Yue Shi, Liangxiu Han, Xin Zhang, Tam Sobeih, Thomas Gaiser, Nguyen Huu Thuy, Dominik Behrend, Amit Kumar Srivastava, Krishnagopal Halder, Frank Ewert
2026 J jnl
TabulaTime: Novel multimodal deep learning for Acute Coronary Syndrome prediction through environmental and clinical data integration.
Artif. Intell. Medicine
Xin Zhang, Liangxiu Han, Saad Hassan, Philip A Kalra, James Ritchie, Carl Diver, Jennie Shorley, Stephen White
2025 J jnl
A novel energy-efficient spike transformer network for depth estimation from event cameras via cross-modality knowledge distillation.
Neurocomputing
Xin Zhang, Liangxiu Han, Sergio Davies, Tam Sobeih, Lianghao Han, Darren Dancey
2025 J jnl
Deep Learning Meets Process-Based Models: A Hybrid Approach to Agricultural Challenges.
CoRR
Yue Shi, Liangxiu Han, Xin Zhang, Tam Sobeih, Thomas Gaiser, Nguyen Huu Thuy, Dominik Behrend, Amit Kumar Srivastava, Krishnagopal Halder, Frank Ewert
2025 J jnl
HMSViT: A Hierarchical Masked Self-Supervised Vision Transformer for Corneal Nerve Segmentation and Diabetic Neuropathy Diagnosis.
CoRR
Xin Zhang, Liangxiu Han, Yue Shi, Yanlin Zheng, Uazman Alam, Maryam Ferdousi, Rayaz A. Malik
2025 — conf
ICIP 2025 Competition on Beyond Visible Spectrum: AI For Agriculture.
ICIPW
Liangxiu Han, Wenjiang Huang, Xin Zhang, Yue Shi, Yingying Dong, Tam Sobeih
2025 J jnl
Space-Frequency Fusion Dual-Branch Convolutional Neural Networks for Significant Wave Height Retrieval From GF-3 SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xuan Jin, Yawei Zhao, Xin Zhang, Yanlei Du, Jinsong Chong
2024 J jnl
A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation.
CoRR
Xin Zhang, Liangxiu Han, Tam Sobeih, Lianghao Han, Darren Dancey
2024 — conf
ICPR 2024 Competition on Beyond Visible Spectrum: AI for Agriculture.
ICPR (34)
Liangxiu Han, Wenjiang Huang, Xin Zhang, Yingying Dong, Tam Sobeih, Yufan Lin
2023 J jnl
A Generic Self-Supervised Learning (SSL) Framework for Representation Learning from Spectral-Spatial Features of Unlabeled Remote Sensing Imagery.
Remote. Sens.
Xin Zhang, Liangxiu Han
2023 J jnl
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
Xin Zhang, Liangxiu Han, Tam Sobeih, Lianghao Han, Nina Dempsey, Symeon Lechareas, Ascanio Tridente, Haoming Chen, Stephen White, Daoqiang Zhang
2023 J jnl
Mapping Large-Scale Bamboo Forest Based on Phenology and Morphology Features.
Remote. Sens.
Xueliang Feng, Shen Tan, Yun Dong, Xin Zhang, Jiaming Xu, Liheng Zhong, Le Yu
2023 J jnl
sMRI-PatchNet: A Novel Efficient Explainable Patch-Based Deep Learning Network for Alzheimer's Disease Diagnosis With Structural MRI.
IEEE Access
Xin Zhang, Liangxiu Han, Lianghao Han, Haoming Chen, Darren Dancey, Daoqiang Zhang
2023 J jnl
sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI.
CoRR
Xin Zhang, Liangxiu Han, Lianghao Han, Haoming Chen, Darren Dancey, Daoqiang Zhang
2022 J jnl
A CNN-Based Self-Supervised Synthetic Aperture Radar Image Denoising Approach.
IEEE Trans. Geosci. Remote. Sens.
Shen Tan, Xin Zhang, Han Wang, Le Yu, Yanlei Du, Junjun Yin, Bingfang Wu
2022 J jnl
A Hybrid Parallelization Approach for Distributed and Scalable Deep Learning.
IEEE Access
Samson B. Akintoye, Liangxiu Han, Xin Zhang, Haoming Chen, Daoqiang Zhang
2022 J jnl
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
Xin Zhang, Liangxiu Han, Wenyong Zhu, Liang Sun, Daoqiang Zhang
2022 J jnl
Layer-Wise Partitioning and Merging for Efficient and Scalable Deep Learning.
CoRR
Samson B. Akintoye, Liangxiu Han, Huw Lloyd, Xin Zhang, Darren Dancey, Haoming Chen, Daoqiang Zhang
2022 J jnl
The Self-Supervised Spectral-Spatial Vision Transformer Network for Accurate Prediction of Wheat Nitrogen Status from UAV Imagery.
Remote. Sens.
Xin Zhang, Liangxiu Han, Tam Sobeih, Lewis Lappin, Mark A. Lee, Andew Howard, Aron Kisdi
2021 J jnl
A Gans-Based Deep Learning Framework for Automatic Subsurface Object Recognition From Ground Penetrating Radar Data.
IEEE Access
Xin Zhang, Liangxiu Han, Mark Robinson, Anthony Gallagher
2021 J jnl
A Hybrid Parallelization Approach for Distributed and Scalable Deep Learning.
CoRR
Samson B. Akintoye, Liangxiu Han, Xin Zhang, Haoming Chen, Daoqiang Zhang
2021 J jnl
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
Xin Zhang, Liangxiu Han, Tam Sobeih, Lianghao Han, Nina C. Dempsey-Hibbert, Symeon Lechareas, Ascanio Tridente, Haoming Chen, Stephen White
2021 J jnl
Developing Long Time Series 1-km Land Cover Maps From 5-km AVHRR Data Using a Super-Resolution Method.
IEEE Trans. Geosci. Remote. Sens.
Haoyu Wang, Xiang Zhao, Shunlin Liang, Donghai Wu, Xin Zhang, Qian Wang, Jiacheng Zhao, Xiaozheng Du, Qian Zhou
2021 J jnl
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.
Xin Zhang, Ling Du, Shen Tan, Fangming Wu, Liang Zhu, Yuan Zeng, Bingfang Wu
2021 J jnl
The channel-spatial attention-based vision transformer network for automated, accurate prediction of crop nitrogen status from UAV imagery.
CoRR
Xin Zhang, Liangxiu Han, Tam Sobeih, Lewis Lappin, Mark A. Lee, Andew Howard, Aron Kisdi
2020 J jnl
An Explainable 3D Residual Self-Attention Deep Neural Network FOR Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI.
CoRR
Xin Zhang, Liangxiu Han, Wenyong Zhu, Liang Sun, Daoqiang Zhang
2020 J jnl
How Well Do Deep Learning-Based Methods for Land Cover Classification and Object Detection Perform on High Resolution Remote Sensing Imagery?
Remote. Sens.
Xin Zhang, Liangxiu Han, Lianghao Han, Liang Zhu
2020 J jnl
Mapping Forested Wetland Inundation in the Delmarva Peninsula, USA Using Deep Convolutional Neural Networks.
Remote. Sens.
Ling Du, Gregory W. McCarty, Xin Zhang, Megan W. Lang, Melanie K. Vanderhoof, Xia Li, Chengquan Huang, Sangchul Lee, Zhenhua Zou
2019 J jnl
A Deep Learning-Based Approach for Automated Yellow Rust Disease Detection from High-Resolution Hyperspectral UAV Images.
Remote. Sens.
Xin Zhang, Liangxiu Han, Yingying Dong, Yue Shi, Wenjiang Huang, Lianghao Han, Pablo González-Moreno, Huiqin Ma, Huichun Ye, Tam Sobeih
2019 J jnl
Efficient Identification of Corn Cultivation Area with Multitemporal Synthetic Aperture Radar and Optical Images in the Google Earth Engine Cloud Platform.
Remote. Sens.
Fuyou Tian, Bingfang Wu, Hongwei Zeng, Xin Zhang, Jiaming Xu
2019 J jnl
Long Time Series Land Cover Classification in China from 1982 to 2015 Based on Bi-LSTM Deep Learning.
Remote. Sens.
Haoyu Wang, Xiang Zhao, Xin Zhang, Donghai Wu, Xiaozheng Du
2018 C conf
Cloud Based Cropwatchglobal Remote Sensing Monitoring Online System.
IGARSS
Bingfang Wu, Miao Zhang, Nana Yan, Qiang Xing, Weiwei Zhu, Xin Zhang
2018 J jnl
Land use mapping in the Three Gorges Reservoir Area based on semantic segmentation deep learning method.
CoRR
Xin Zhang, Bingfang Wu, Liang Zhu, Fuyou Tian, Miao Zhang, Yuan Zeng
2018 J jnl
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.
Xin Zhang, Bingfang Wu, Guillermo E. Ponce-Campos, Miao Zhang, Sheng Chang, Fuyou Tian
2016 J jnl
Crop Mapping Using PROBA-V Time Series Data at the Yucheng and Hongxing Farm in China.
Remote. Sens.
Xin Zhang, Miao Zhang, Yang Zheng, Bingfang Wu
2016 J jnl
Mapping Winter Wheat Biomass and Yield Using Time Series Data Blended from PROBA-V 100- and 300-m S1 Products.
Remote. Sens.
Yang Zheng, Miao Zhang, Xin Zhang, Hongwei Zeng, Bingfang Wu
2013 J jnl
Radioactive Quality Evaluation and Cross Validation of Data from the HJ-1A/B Satellites' CCD Sensors.
Sensors
Xin Zhang, Xiang Zhao, Guodong Liu, Qian Kang, Donghai Wu
2013 J jnl
The Global Land Surface Satellite (GLASS) Remote Sensing Data Processing System and Products.
Remote. Sens.
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
2011 C conf
A method for the retrieval of aerosol optical thickness on CBERS data from top-of-atmosphere radiance.
IGARSS
Xin Zhang, Xiang Zhao, Bing Li, Ni Hu, Qing Li, Suhong Liu