Xin Zhang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Topics

Synthetic Aperture Radar

Top Venues

IEEE J. Biomed. Health Informatics

Publications

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)