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Liangxiu Han

manchester metropolitan university

33H指数
165论文数
4.0K被引数
收录论文 48
发表时间
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AgriPINN: A Process-Informed Neural Network for Interpretable and Scalable Crop Biomass Prediction under Water StressAgriPINN：一种用于解释性和可扩展作物生物量预测的水胁迫过程感知神经网络
errSmart Agricultural Technology
IF5.7
err2026-09-03
err0
errOAAI
errYue Shi; Amit Kumar Srivastava; Dominik Behrend; Thomas Gaiser; Nguyen Huu Thuy; Xin Zhang; Tam Sobeih; Frank Ewert; Krishnagopal Halder; Liangxiu Han
err分享
err收藏
High-Resolution Maize Yield Mapping across Africa using Earth Observation and Machine Learning, Deep Learning, and Foundation Model基于地球观测和机器学习、深度学习及基础模型的高分辨率非洲玉米产量制图
errScience of Remote Sensing
IF5.2
err2025-12-03
err0
errOAAI
errKrishnagopal Halder; Frank Ewert; Anitabha Ghosh; Kaushik Muduchuru; Lily-belle Sweet; Radwa Elshawi; Jan Timko; Wenhi Zheng; Karam Alsafadi; Gang Zhao; Michael Maerker; Manmeet Singh; Lei Guoging; Thomas Gaiser; Dominik Behrend; Yue Shi; Liangxiu Han; Masahiro Ryo; Amit Kumar Srivastava
err分享
err收藏
A Novel Large Vision Foundation Model-Based Approach for Generating High-Resolution Canopy Height Maps in Plantations for Precision Forestry Management一种基于新型大型视觉基础模型的高分辨率人工林冠层高度图生成方法，用于精准林业管理
errJournal of Remote Sensing
IF6.8
err2025-10-20
err0
PREAI
errShen Tan; Xin Zhang; Liangxiu Han; Huaguo Huang; Han Wang
err分享
err收藏
A novel energy-efficient spike transformer network for depth estimation from event cameras via cross-modality knowledge distillation一种用于事件相机深度估计的新型节能脉冲变压器网络，通过跨模态知识蒸馏实现
errNeurocomputing
IF6.5
err2025-10-09
err0
errOAAI
errXin Zhang; Liangxiu Han; Sergio Davies; Tam Sobeih; Lianghao Han; Darren Dancey
err分享
err收藏
Editorial: Advancements in agricultural monitoring with AI enhanced remote sensing techniques董, Y.; 黄, W.; 李, H.; 韩, L. 编辑部文章: 基于AI增强遥感技术的农业监测进展. 前沿遥感, 2025, 6, 1664060. [Google Scholar] [CrossRef]
errFRONTIERS IN REMOTE SENSING
IF3.7
err2025-09-15
err0
errOAAI
errDong, Yingying; Huang, Wenjiang; Li, Hongmei; Han, Liangxiu
err分享
err收藏
A robust and scalable crop mapping framework using advanced machine learning and optical and SAR imageries一个使用先进机器学习技术和光学与SAR影像的鲁棒且可扩展的作物制图框架
errSmart Agricultural Technology
IF5.7
err2025-08-22
err0
errOAAI
errKrishnagopal Halder; Amit Kumar Srivastava; Wenzhi Zheng; Karam Alsafadi; Gang Zhao; Michael Maerker; Manmeet Singh; Lei Guoging; Anitabha Ghosh; Murilo Vianna; Subodh Chandra Pal; Roopam Shukla; Manas Utthasini; Pablo Rosso; Avik Bhattacharya; Uday Chatterjee; Dipak Bisai; Thomas Gaiser; Dominik Behrend; Liangxiu Han; Frank Ewert
err分享
err收藏
Exploring city dynamics through tweets: A framework for capturing urban activities as complex spatiotemporal patterns通过推文探索城市动态：一种捕捉城市活动作为复杂时空模式的框架
errCITIES
IF6.6
err2025-07-01
err0
errOAAI
errTantoush, Mahmud; Sengupta, Ulysses; Han, Liangxiu
err分享
err收藏
WaveDiffUR: A Wavelet-Domain Diffusion Model for Ultraresolution in Remote SensingWaveDiffUR：一种用于遥感超分辨率的小波域扩散模型
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2025-01-01
err0
PREAI
errYue Shi; Liangxiu Han; Lianghao Han; Darren Dancey; Xueqin Zhang
err分享
err收藏
Editorial: Pests and diseases monitoring and forecasting algorithms, technologies, and applications社论: 病虫害监测和预测算法，技术和应用
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2024-12-04
err0
errOAAI
errDong, Yingying; Huang, Wenjiang; Lin, Kejian; Han, Liangxiu; Laneve, Giovanni; Zhang, Jingcheng
err分享
err收藏
Graph attention automatic encoder based on contrastive learning for domain recognition of spatial transcriptomics
errCOMMUNICATIONS BIOLOGY
IF5.1
err2024-10-18
err0
errOAAI
errWang, Tianqi; Zhu, Huitong; Zhou, Yunlan; Ding, Weihong; Ding, Weichao; Han, Liangxiu; Zhang, Xueqin
err分享
err收藏
A Generic Performance Model for Deep Learning in a Distributed Environment分布式环境下深度学习的通用性能模型
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errKavarakuntla, Tulasi; Han, Liangxiu; Lloyd, Huw; Latham, Annabel; Kleerekoper, Anthony; Akintoye, Samson B.
err分享
err收藏
Development of a Multiscale XGBoost-Based Model for Enhanced Detection of Potato Late Blight Using Sentinel-2, UAV, and Ground Data
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err2
PREAI
errChang, Sheng; Chi, Zelong; Chen, Hong; Hu, Tongle; Gao, Caixia; Meng, Jihua; Han, Liangxiu
err分享
err收藏
Layer-wise partitioning and merging for efficient and scalable deep learning
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2023-12-01
err1
errOAAI
errAkintoye, S. B.; Han, L.; Lloyd, H.; Zhang, X.; Dancey, D.; Chen, H.; Zhang, D.
err分享
err收藏
A fast Fourier convolutional deep neural network for accurate and explainable discrimination of wheat yellow rust and nitrogen deficiency from Sentinel-2 time series data
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2023-10-04
err3
errOAAI
errShi, Yue; Han, Liangxiu; Gonzalez-Moreno, Pablo; Dancey, Darren; Huang, Wenjiang; Zhang, Zhiqiang; Liu, Yuanyuan; Huang, Mengning; Miao, Hong; Dai, Min
err分享
err收藏
Pepper leaf disease recognition based on enhanced lightweight convolutional neural networks
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2023-08-09
err13
errOAAI
errDai, Min; Sun, Wenjing; Wang, Lixing; Dorjoy, Md Mehedi Hassan; Zhang, Shanwen; Miao, Hong; Han, Liangxiu; Zhang, Xin; Wang, Mingyou
err分享
err收藏
CXR-Net: A Multitask Deep Learning Network for Explainable and Accurate Diagnosis of COVID-19 Pneumonia From Chest X-Ray Images
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-02-01
err12
errOAAI
errZhang, Xin; Han, Liangxiu; Sobeih, Tam; Han, Lianghao; Dempsey, Nina; Lechareas, Symeon; Tridente, Ascanio; Chen, Haoming; White, Stephen; Zhang, Daoqiang
err分享
err收藏
sMRI-PatchNet: A Novel Efficient Explainable Patch-Based Deep Learning Network for Alzheimer's Disease Diagnosis With Structural MRISmri-patchnet: 一种新型高效的基于贴片的深度学习网络，用于通过结构MRI诊断阿尔茨海默病
errIEEE ACCESS
IF3.6
err2023-01-01
err3
errOAAI
errZhang, Xin; Han, Liangxiu; Han, Lianghao; Chen, Haoming; Dancey, Darren; Zhang, Daoqiang
err分享
err收藏
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2022-11-01
err91
errOAAI
errZhang, Xin; Han, Liangxiu; Zhu, Wenyong; Sun, Liang; Zhang, Daoqiang
err分享
err收藏
A Hybrid Parallelization Approach for Distributed and Scalable Deep Learning
errIEEE ACCESS
IF3.6
err2022-01-01
err2
errOAAI
errAkintoye, Samson B.; Han, Liangxiu; Zhang, Xin; Chen, Haoming; Zhang, Daoqiang
err分享
err收藏
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-Resolution
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err10
errOAAI
errShi, Yue; Han, Liangxiu; Han, Lianghao; Chang, Sheng; Hu, Tongle; Dancey, Darren
err分享
err收藏

研究方向

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