Xiao Huang

142 papers A 1B 1C 2Misc 1Journal 133Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Democratizing reproducible GIS in digital humanities: a workflow-based approach to historical spatial analysis using KNIME.
Ann. GIS
Xiaokang Fu, Shiwang Lin, Xiao Huang, Beibei Huang, Yingjie Ma, Lingbo Liu, Shuming Bao
2026 J jnl
From forgotten to pan-sharpening.
Pattern Recognit.
Jiaming Wang, Yansong Lin, Chuanxi Chen, Xiao Huang, Ruiqian Zhang, Yu Wang, Tao Lu
2026 J jnl
Towards Agentic Urban Digital Twins (AUDiTs): advancing new urban science through Human-AI co-learning agents.
Urban Inform.
Xinyue Ye, Wenjing Gong, Yifan Yang, Lei Zou, Zhengzhong Tu, Xiao Huang, Zhenlong Li, Huan Ning, Ling Wu
2025 J jnl
A cross-stage features fusion network for building extraction from remote sensing images.
Geo spatial Inf. Sci.
Xiaolong Zuo, Zhenfeng Shao, Jiaming Wang, Xiao Huang, Yu Wang
2025 J jnl
Artificial intelligence in urban science: why does it matter?
Ann. GIS
Xinyue Ye, Tan Yigitcanlar, Michael F. Goodchild, Xiao Huang, Wenwen Li, Shih-Lung Shaw, Yanjie Fu, Wenjing Gong, Galen Newman
2025 J jnl
Assessment of Spartina Alterniflora Management Effectiveness in Shandong Province Based on Phenological Features and Deep Learning Models.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haojie Liu, Guoli Cui, Sheng Zhao, Xiao Huang, Qi Wang, Chuanpeng Zhao, Mingming Jia, Hao Yu, Zongming Wang, Huiying Li
2025 J jnl
C2FNet: Cross-Probabilistic Weak Supervision Learning for High-Resolution Land Cover Enhancement.
IEEE Trans. Geosci. Remote. Sens.
Boaz Mwubahimana, Jianguo Yan, Dingruibo Miao, Zhuohong Li, Haonan Guo, Le Ma, Maurice Mugabowindekwe, Swalpa Kumar Roy, Xiao Huang, Elias Nyandwi, Tuyishimire Joseph, Eric Habineza, Fidele Mwizerwa, Hafashimana Athanase, Gaspard Rwanyiziri
2025 J jnl
Calibration of 2SFCA and i2SFCA: A Case Study in Shenzhen, China Based on Online Physician Appointment Data.
Trans. GIS
Xiaokang Fu, Lingbo Liu, Meifang Li, Xiao Huang, Zhen Wu, Bi Yu Chen
2025 J jnl
Crowdsourcing geographic information for terrorism-related disaster awareness and mitigation: perspectives and challenges.
Geo spatial Inf. Sci.
Michaelmary Chukwu, Xiao Huang, Siqin Wang, Di Yang, Xinyue Ye
2025 J jnl
Data quality and uncertainty issues in flood prediction: a systematic review.
Int. J. Digit. Earth
Jinhui Yu, Yichen Li, Xiao Huang, Xinyue Ye
2025 J jnl
Deep Merge: Deep-Learning-Based Region Merging for Remote Sensing Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Xianwei Lv, Claudio Persello, Wangbin Li, Xiao Huang, Dongping Ming, Alfred Stein
2025 J jnl
ESMII-Net: An edge-synergy and multidimensional information interaction network for remote sensing change detection.
Int. J. Appl. Earth Obs. Geoinformation
Yixin Chen, Xiaogang Ning, Ruiqian Zhang, Hanchao Zhang, Xiao Huang, You He
2025 J jnl
Enhancing educational equity and sustainability: a fuzzy-based framework for optimal school site selection.
Int. J. Digit. Earth
Yifei Meng, Ruidun Chen, Xiao Huang, Yanhong Liu, Cong Fu, Yan Liu, Yuchen Li, Yanqing Xu
2025 J jnl
GLSD: a global large-scale ship database with baseline evaluations.
Geo spatial Inf. Sci.
Zhenfeng Shao, Yu Wang, Jiaming Wang, Lianbing Deng, Xiao Huang, Tao Lu, Fang Luo, Ruiqian Zhang
2025 J jnl
Harnessing the Power of Multi-Source Media Platforms for Public Perception Analysis: Insights from the Ohio Train Derailment.
Big Data Cogn. Comput.
Tao Hu, Xiao Huang, Yun Li, Xiaokang Fu
2025 J jnl
Hyper-neighborhood context-aware transformer network for high-resolution remote sensing change detection.
Int. J. Appl. Earth Obs. Geoinformation
Hanchao Zhang, Siyu Yang, Xiaogang Ning, You He, Xiao Huang, Ruiqian Zhang, Minghui Hao
2025 J jnl
Integrating Spatiotemporal Vision Transformer into Digital Twins for High-Resolution Heat Stress Forecasting in Campus Environments.
CoRR
Wenjing Gong, Xinyue Ye, Keshu Wu, Suphanut Jamonnak, Wenyu Zhang, Yifan Yang, Xiao Huang
2025 J jnl
Joint content-aware and difference-transform lightweight network for remote sensing images semantic change detection.
Inf. Fusion
Jindou Zhang, Ruiqian Zhang, Xiao Huang, Zhizheng Zhang, Bowen Cai, Xianwei Lv, Zhenfeng Shao, Deren Li
2025 J jnl
Lightweight remote sensing super-resolution with multi-scale graph attention network.
Pattern Recognit.
Yu Wang, Zhenfeng Shao, Tao Lu, Xiao Huang, Jiaming Wang, Zhizheng Zhang, Xiaolong Zuo
2025 J jnl
Machine learning-based estimation of soil organic carbon in Thailand's cash crops using multispectral and SAR data fusion combined with environmental variables.
Geo spatial Inf. Sci.
Ousaha Sunantha, Zhenfeng Shao, Phodee Pattama, Ariyasakul Potchara, Xiao Huang, Zeeshan Afzal
2025 J jnl
Multi-feature machine learning for enhanced drug-drug interaction prediction.
J. Biomed. Informatics
Qiuyang Feng, Xiao Huang
2025 J jnl
Pan-sharpening via Dual Latent Variable Constraint Network.
Inf. Fusion
Jiaming Wang, Dongyue Luo, Xiao Huang, Ruiqian Zhang, Yu Wang, Tao Lu
2025 J jnl
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens.
Kaixuan Lu, Ruiqian Zhang, Xiao Huang, Yuxing Xie, Xiaogang Ning, Hanchao Zhang, Mengke Yuan, Pan Zhang, Tao Wang, Tongkui Liao
2025 J jnl
Rethinking the Role of Panchromatic Images in Pan-Sharpening.
IEEE Trans. Multim.
Jiaming Wang, Xitong Chen, Xiao Huang, Ruiqian Zhang, Yu Wang, Tao Lu
2025 J jnl
The Role of Open-Source LLMs in Shaping the Future of GeoAI.
CoRR
Xiao Huang, Zhengzhong Tu, Xinyue Ye, Michael F. Goodchild
2024 J jnl
A Deep Error Removal Network for Pan-Sharpening.
IEEE Geosci. Remote. Sens. Lett.
Jiaming Wang, Tao Lu, Xiao Huang, Ruiqian Zhang, Dongyue Luo
2024 J jnl
Crowdsourced geospatial data is reshaping urban sciences.
Int. J. Appl. Earth Obs. Geoinformation
Xiao Huang, Siqin Wang, Tianjun Lu, Yisi Liu, Leticia Serrano-Estrada
2024 J jnl
DMCH: A Deep Metric and Category-Level Semantic Hashing Network for Retrieval in Remote Sensing.
Remote. Sens.
Haiyan Huang, Qimin Cheng, Zhenfeng Shao, Xiao Huang, Liyuan Shao
2024 J jnl
Dual-Task Network for Terrace and Ridge Extraction: Automatic Terrace Extraction via Multi-Task Learning.
Remote. Sens.
Jun Zhang, Xiao Huang, Weixun Zhou, Huyan Fu, Yuyan Chen, Zhenghao Zhan
2024 J jnl
GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science: a systematic review.
Int. J. Digit. Earth
Siqin Wang, Tao Hu, Xiao Huang, Yun Li, Ce Zhang, Huan Ning, Rui Zhu, Zhenlong Li, Xinyue Ye
2024 J jnl
Global vegetation productivity increased in response to COVID-19 restrictions.
Geo spatial Inf. Sci.
Chaoya Dang, Zhenfeng Shao, Xiao Huang, Qingwei Zhuang, Gui Cheng, Jiaxin Qian
2024 J jnl
InstLane Dataset and Geometry-Aware Network for Instance Segmentation of Lane Line Detection.
Remote. Sens.
Qimin Cheng, Jiajun Ling, Yunfei Yang, Kaiji Liu, Huanying Li, Xiao Huang
2024 J jnl
MLFA-Net: multi-level feature-aggregated network for semantic change detection in remote sensing images.
Int. J. Digit. Earth
Qing Ding, Zhenfeng Shao, Xiao Huang, Fengyan Wang, Mingchang Wang
2024 J jnl
Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review.
Int. J. Appl. Earth Obs. Geoinformation
Siqin Wang, Xiao Huang, Pengyuan Liu, Mengxi Zhang, Filip Biljecki, Tao Hu, Xiaokang Fu, Lingbo Liu, Xintao Liu, Ruomei Wang, Yuanyuan Huang, Jingjing Yan, Jinghan Jiang, Michaelmary Chukwu, Seyed Reza Naghedi, Moein Hemmati, Yaxiong Shao, Nan Jia, Zhiyang Xiao, Tian Tian, Yaxin Hu, Lixiaona Yu, Winston Yap, Edgardo Macatulad, Zhuo Chen, Yunhe Cui, Koichi Ito, Mengbi Ye, Zicheng Fan, Binyu Lei, Shuming Bao
2024 J jnl
Multi-View Scene Classification Based on Feature Integration and Evidence Decision Fusion.
Remote. Sens.
Weixun Zhou, Yongxin Shi, Xiao Huang
2024 J jnl
Multi-scale cross-city community detection of urban agglomeration using signaling big data.
Geo spatial Inf. Sci.
Wenbo Yu, Zhenfeng Shao, Xiao Huang, Deren Li, Yewen Fan, Xiaodi Xu
2024 J jnl
Multi-source data-driven estimation of urban net primary productivity: A case study of Wuhan.
Int. J. Appl. Earth Obs. Geoinformation
Jinlong Chen, Zhenfeng Shao, Xiao Huang, Bin Hu
2024 J jnl
Pan-sharpening via conditional invertible neural network.
Inf. Fusion
Jiaming Wang, Tao Lu, Xiao Huang, Ruiqian Zhang, Xiaoxiao Feng
2024 J jnl
Pan-sharpening via intrinsic decomposition knowledge distillation.
Pattern Recognit.
Jiaming Wang, Qiang Zhou, Xiao Huang, Ruiqian Zhang, Xitong Chen, Tao Lu
2024 J jnl
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing.
CoRR
Kaixuan Lu, Ruiqian Zhang, Xiao Huang, Yuxing Xie, Xiaogang Ning, Hanchao Zhang, Mengke Yuan, Pan Zhang, Tao Wang, Tongkui Liao
2024 J jnl
The Evolution of urban agglomerations in China and how it deviates from Zipf's law.
Geo spatial Inf. Sci.
Bowen Cai, Zhenfeng Shao, Shenghui Fang, Xiao Huang, Yun Tang, Muchen Zheng, Hao Zhang
2024 J jnl
Towards Efficient Risky Driving Detection: A Benchmark and a Semi-Supervised Model.
Sensors
Qimin Cheng, Huanying Li, Yunfei Yang, Jiajun Ling, Xiao Huang
2024 J jnl
Understanding remote sensing imagery like reading a text document: What can remote sensing image captioning offer?
Int. J. Appl. Earth Obs. Geoinformation
Xiao Huang, Kaixuan Lu, Siqin Wang, Junyu Lu, Xiao Li, Ruiqian Zhang
2024 J jnl
Urban park accessibility assessment using human mobility data: a systematic review.
Ann. GIS
Michaelmary Chukwu, Xiao Huang, Siqin Wang, Xiao Li, Hanxue Wei
2024 J jnl
WodNet: Weak Object Discrimination Network for Cloud Detection.
IEEE Trans. Geosci. Remote. Sens.
Xuechao Zhou, Xinrui Xie, Haiyan Huang, Zhenfeng Shao, Xiao Huang
2024 Misc conf
Zigzag Attention: A Structural Aware Module For Lane Detection.
ICASSP
Jiajun Ling, Yifan Chen, Qimin Cheng, Xiao Huang
2023 J jnl
A Siamese Multiscale Attention Decoding Network for Building Change Detection on High-Resolution Remote Sensing Images.
Remote. Sens.
Yao Chen, Jindou Zhang, Zhenfeng Shao, Xiao Huang, Qing Ding, Xianyi Li, Youju Huang
2023 J jnl
A global portrait of expressed mental health signals towards COVID-19 in social media space.
Int. J. Appl. Earth Obs. Geoinformation
Siqin Wang, Xiao Huang, Tao Hu, Bing She, Mengxi Zhang, Ruomei Wang, Oliver Gruebner, Muhammad Imran, Jonathan Corcoran, Yan Liu, Shuming Bao
2023 J jnl
A lightweight distillation CNN-transformer architecture for remote sensing image super-resolution.
Int. J. Digit. Earth
Yu Wang, Zhenfeng Shao, Tao Lu, Lifeng Liu, Xiao Huang, Jiaming Wang, Kui Jiang, Kangli Zeng
2023 J jnl
AERNet: An Attention-Guided Edge Refinement Network and a Dataset for Remote Sensing Building Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Jindou Zhang, Zhenfeng Shao, Qing Ding, Xiao Huang, Yu Wang, Xuechao Zhou, Deren Li
2023 J jnl
Assessing spatiotemporal bikeability using multi-source geospatial big data: A case study of Xiamen, China.
Int. J. Appl. Earth Obs. Geoinformation
Shaoqing Dai, Wufan Zhao, Yanwen Wang, Xiao Huang, Zhidong Chen, Jinghan Lei, Alfred Stein, Peng Jia
2023 J jnl
Deep learning-based building height mapping using Sentinel-1 and Sentinel-2 data.
Int. J. Appl. Earth Obs. Geoinformation
Bowen Cai, Zhenfeng Shao, Xiao Huang, Xuechao Zhou, Shenghui Fang
2023 J jnl
DeepMerge: Deep Learning-Based Region-Merging for Image Segmentation.
CoRR
Xianwei Lv, Claudio Persello, Xiao Huang, Dongping Ming, Alfred Stein
2023 J jnl
Emerging Issues in Mapping Urban Impervious Surfaces Using High-Resolution Remote Sensing Images.
Remote. Sens.
Zhenfeng Shao, Tao Cheng, Huyan Fu, Deren Li, Xiao Huang
2023 J jnl
Geospatial Modeling of Health, Socioeconomic, Demographic, and Environmental Factors with COVID-19 Incidence Rate in Arkansas, US.
ISPRS Int. J. Geo Inf.
Yaqian He, Paul J. Seminara, Xiao Huang, Di Yang, Fang Fang, Chao Song
2023 J jnl
Isolating the direct and indirect impacts of urbanization on vegetation carbon sequestration capacity in a large oasis city: evidence from Urumqi, China.
Geo spatial Inf. Sci.
Qingwei Zhuang, Zhenfeng Shao, Deren Li, Xiao Huang, Orhan Altan, Shixin Wu, Yuzhen Li
2023 J jnl
Land cover mapping via crowdsourced multi-directional views: The more directional views, the better.
Int. J. Appl. Earth Obs. Geoinformation
Xiao Huang, Di Yang, Yaqian He, Peder V. Nelson, Russanne Low, Shawna McBride, Jessica J. Mitchell, Michael Guarraia
2023 J jnl
MC-Net: multi-scale contextual information aggregation network for image captioning on remote sensing images.
Int. J. Digit. Earth
Haiyan Huang, Zhenfeng Shao, Qimin Cheng, Xiao Huang, Xiaoping Wu, Guoming Li, Li Tan
2023 J jnl
Optimizing pedestrian simulation based on expert trajectory guidance and deep reinforcement learning.
GeoInformatica
Senlin Mu, Xiao Huang, Moyang Wang, Di Zhang, Dong Xu, Xiang Li
2023 J jnl
Remote Sensing Image Super-Resolution via Multi-Scale Texture Transfer Network.
Remote. Sens.
Yu Wang, Zhenfeng Shao, Tao Lu, Xiao Huang, Jiaming Wang, Xitong Chen, Haiyan Huang, Xiaolong Zuo
2023 J jnl
Sustainability Evaluation of Chinese Capital Cities Based on Urban Geographic Environment Index.
Remote. Sens.
Xiaogang Ning, Hanchao Zhang, Zhenfeng Shao, Xiao Huang, Hao Wang, Ruiqian Zhang, Minghui Hao
2023 J jnl
Toward a comprehensive understanding of eye-level urban greenness: a systematic review.
Int. J. Digit. Earth
Jingjing Yan, Xiao Huang, Siqin Wang, Yiyi He, Xiao Li, Alexander Hohl, Xiaojiang Li, Mohamed Aly, Beiyu Lin
2022 J jnl
A Deep Unfolding Method for Satellite Super Resolution.
IEEE Trans. Computational Imaging
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang
2022 J jnl
A Dual-Path Fusion Network for Pan-Sharpening.
IEEE Trans. Geosci. Remote. Sens.
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang
2022 J jnl
A Machine Learning Approach for Detecting Rescue Requests from Social Media.
ISPRS Int. J. Geo Inf.
Zheye Wang, Nina Siu-Ngan Lam, Mingxuan Sun, Xiao Huang, Jin Shang, Lei Zou, Yue Wu, Volodymyr V. Mihunov
2022 J jnl
Adaptive dense pyramid network for object detection in UAV imagery.
Neurocomputing
Ruiqian Zhang, Zhenfeng Shao, Xiao Huang, Jiaming Wang, Yufeng Wang, Deren Li
2022 J jnl
An Extended Watershed-Based AHP Model for Flood Hazard Estimation: Constraining Runoff Converging Indicators via MFD-Derived Sub-Watershed by Maximum Zonal Statistical Method.
Remote. Sens.
Hongping Zhang, Zhenfeng Shao, Jisong Sun, Xiao Huang, Jie Yang
2022 J jnl
BTS: a binary tree sampling strategy for object identification based on deep learning.
Int. J. Geogr. Inf. Sci.
Xianwei Lv, Zhenfeng Shao, Xiao Huang, Wen Zhou, Dongping Ming, Jiaming Wang, Chengzhuo Tong
2022 J jnl
BiCSNet: A Bidirectional Cross-Scale Backbone for Recognition and Localization.
IEEE Trans. Circuits Syst. Video Technol.
Song Peng, Zhenfeng Shao, Xiao Huang, Yi Zhu, Ruiqian Zhang, Junwei Zha
2022 J jnl
Combining ATC and 3D-CNN for reconstructing spatially and temporally continuous land surface temperature.
Int. J. Appl. Earth Obs. Geoinformation
Huyan Fu, Zhenfeng Shao, Peng Fu, Xiao Huang, Tao Cheng, Yewen Fan
2022 J jnl
Converting street view images to land cover maps for metric mapping: A case study on sidewalk network extraction for the wheelchair users.
Comput. Environ. Urban Syst.
Huan Ning, Zhenlong Li, Cuizhen Wang, Michael E. Hodgson, Xiao Huang, Xiaoming Li
2022 J jnl
Deep learning-based local climate zone classification using Sentinel-1 SAR and Sentinel-2 multispectral imagery.
Geo spatial Inf. Sci.
Lin Zhou, Zhenfeng Shao, Shugen Wang, Xiao Huang
2022 J jnl
Deep locally linear embedding network.
Inf. Sci.
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Xitong Chen
2022 J jnl
Dual-Branch Multi-Level Feature Aggregation Network for Pansharpening.
IEEE CAA J. Autom. Sinica
Gui Cheng, Zhenfeng Shao, Jiaming Wang, Xiao Huang, Chaoya Dang
2022 J jnl
Exploring the spatial disparity of home-dwelling time patterns in the USA during the COVID-19 pandemic via Bayesian inference.
Trans. GIS
Xiao Huang, Yang Xu, Rui Liu, Siqin Wang, Sicheng Wang, Mengxi Zhang, Yuhao Kang, Zhe Zhang, Song Gao, Bo Zhao, Zhenlong Li
2022 J jnl
Exploring the vertical dimension of street view image based on deep learning: a case study on lowest floor elevation estimation.
Int. J. Geogr. Inf. Sci.
Huan Ning, Zhenlong Li, Xinyue Ye, Shaohua Wang, Wenbo Wang, Xiao Huang
2022 J jnl
Extraction and analysis of natural disaster-related VGI from social media: review, opportunities and challenges.
Int. J. Geogr. Inf. Sci.
Yu Feng, Xiao Huang, Monika Sester
2022 J jnl
From Artifact Removal to Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Yong Li
2022 J jnl
GDP Forecasting Model for China's Provinces Using Nighttime Light Remote Sensing Data.
Remote. Sens.
Yan Gu, Zhenfeng Shao, Xiao Huang, Bowen Cai
2022 J jnl
Integrating Zhuhai-1 Hyperspectral Imagery With Sentinel-2 Multispectral Imagery to Improve High-Resolution Impervious Surface Area Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaoxiao Feng, Zhenfeng Shao, Xiao Huang, Luxiao He, Xianwei Lv, Qingwei Zhuang
2022 J jnl
Mapping impervious surfaces with a hierarchical spectral mixture analysis incorporating endmember spatial distribution.
Geo spatial Inf. Sci.
Zhenfeng Shao, Yuan Zhang, Cheng Zhang, Xiao Huang, Tao Cheng
2022 J jnl
MapsNet: Multi-level feature constraint and fusion network for change detection.
Int. J. Appl. Earth Obs. Geoinformation
Jianping Pan, Wei Cui, Xinyong An, Xiao Huang, Hanchao Zhang, Sihang Zhang, Ruiqian Zhang, Xin Li, Weihua Cheng, Yong Hu
2022 J jnl
Modeling carbon storage in urban vegetation: Progress, challenges, and opportunities.
Int. J. Appl. Earth Obs. Geoinformation
Qingwei Zhuang, Zhenfeng Shao, Jianya Gong, Deren Li, Xiao Huang, Ya Zhang, Xiaodi Xu, Chaoya Dang, Jinlong Chen, Orhan Altan, Shixin Wu
2022 J jnl
PRISI: A novel piecewise radar impervious surface index for urban monitoring using Sentinel-1 data.
Int. J. Appl. Earth Obs. Geoinformation
Yulin Ding, Qing Ding, Jie Yang, Zhenfeng Shao, Xiao Huang
2022 J jnl
Pan-Sharpening via Deep Locally Linear Embedding Residual Network.
IEEE Trans. Geosci. Remote. Sens.
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Gui Cheng
2022 J jnl
Quantifying the sensitivity of SAR and optical images three-level fusions in land cover classification to registration errors.
Int. J. Appl. Earth Obs. Geoinformation
Wenfu Wu, Zhenfeng Shao, Xiao Huang, Jiahua Teng, Songjing Guo, Deren Li
2022 J jnl
RCDT: Relational Remote Sensing Change Detection with Transformer.
CoRR
Kaixuan Lu, Xiao Huang
2022 J jnl
Road and Car Extraction Using UAV Images via Efficient Dual Contextual Parsing Network.
IEEE Trans. Geosci. Remote. Sens.
Yueming Sun, Zhenfeng Shao, Gui Cheng, Xiao Huang, Zhongyuan Wang
2022 J jnl
SAR-DRDNet: A SAR image despeckling network with detail recovery.
Neurocomputing
Wenfu Wu, Xiao Huang, Zhenfeng Shao, Jiahua Teng, Deren Li
2022 J jnl
SSCAN: A Spatial-Spectral Cross Attention Network for Hyperspectral Image Denoising.
IEEE Geosci. Remote. Sens. Lett.
Zhiqiang Wang, Zhenfeng Shao, Xiao Huang, Jiaming Wang, Tao Lu
2022 J jnl
Social media mining under the COVID-19 context: Progress, challenges, and opportunities.
Int. J. Appl. Earth Obs. Geoinformation
Xiao Huang, Siqin Wang, Mengxi Zhang, Tao Hu, Alexander Hohl, Bing She, Xi Gong, Jianxin Li, Xiao Liu, Oliver Gruebner, Regina Liu, Xiao Li, Zhewei Liu, Xinyue Ye, Zhenlong Li
2022 J jnl
Time-series land cover mapping and urban expansion analysis using OpenStreetMap data and remote sensing big data: A case study of Guangdong-Hong Kong-Macao Greater Bay Area, China.
Int. J. Appl. Earth Obs. Geoinformation
Qing Ding, Zhenfeng Shao, Xiao Huang, Orhan Altan, Bin Hu
2022 — conf
Toward a crowdsourcing solution to estimate border crossing times using market-available connected vehicle data.
GeoIndstry@SIGSPATIAL
Ehsan Jalilifar, Xiao Li, Michael Martin, Xiao Huang
2022 J jnl
Urban Impervious Surface Extraction Using Seasonal Time Series SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenfu Wu, Zhenfeng Shao, Jiahua Teng, Xiao Huang, Xinwei Zhao, Songjing Guo
2021 J jnl
A Comparative Analysis of Index-Based Methods for Impervious Surface Mapping Using Multiseasonal Sentinel-2 Satellite Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Congmin Li, Zhenfeng Shao, Lei Zhang, Xiao Huang, Ming Zhang
2021 J jnl
A Hybrid Population Distribution Prediction Approach Integrating LSTM and CA Models with Micro-Spatiotemporal Granularity: A Case Study of Chongming District, Shanghai.
ISPRS Int. J. Geo Inf.
Pengyuan Wang, Xiao Huang, Joseph Mango, Di Zhang, Dong Xu, Xiang Li
2021 J jnl
An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment.
IEEE J. Biomed. Health Informatics
Jian Shen, Xiaowei Zhang, Xiao Huang, Manxi Wu, Jin Gao, Dawei Lu, Zhijie Ding, Bin Hu
2021 J jnl
An extended watershed-based zonal statistical AHP model for flood risk estimation: Constraining runoff converging related indicators by sub-watersheds.
CoRR
Hongping Zhang, Zhenfeng Shao, Jinqi Zhao, Xiao Huang, Jie Yang, Bin Hu, Wenfu Wu
2021 J jnl
An internal-external optimized convolutional neural network for arbitrary orientated object detection from optical remote sensing images.
Geo spatial Inf. Sci.
Sihang Zhang, Zhenfeng Shao, Xiao Huang, Linze Bai, Jiaming Wang
2021 J jnl
Analysis of the performance and robustness of methods to detect base locations of individuals with geo-tagged social media data.
Int. J. Geogr. Inf. Sci.
Zhewei Liu, Anshu Zhang, Yepeng Yao, Wenzhong Shi, Xiao Huang, Xiaoqi Shen
2021 J jnl
DSA-Net: A novel deeply supervised attention-guided network for building change detection in high-resolution remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation
Qing Ding, Zhenfeng Shao, Xiao Huang, Orhan Altan
2021 J jnl
Enhanced image prior for unsupervised remoting sensing super-resolution.
Neural Networks
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Jiayi Ma
2021 J jnl
Evaluating the weight sensitivity in AHP-based flood risk estimation models.
CoRR
Hongping Zhang, Zhenfeng Shao, Bin Hua, Xiao Huang, Jinqi Zhao, Wenfu Wu, Yewen Fan
2021 J jnl
GLSD: The Global Large-Scale Ship Database and Baseline Evaluations.
CoRR
Zhenfeng Shao, Jiaming Wang, Lianbing Deng, Xiao Huang, Tao Lu, Ruiqian Zhang, Xianwei Lv, Qing Ding, Zhiqiang Wang
2021 J jnl
Human mobility data in the COVID-19 pandemic: characteristics, applications, and challenges.
Int. J. Digit. Earth
Tao Hu, Siqin Wang, Bing She, Mengxi Zhang, Xiao Huang, Yunhe Cui, Jacob Khuri, Yaxin Hu, Xiaokang Fu, Xiaoyue Wang, Peixiao Wang, Xinyan Zhu, Shuming Bao, Wendy Guan, Zhenlong Li
2021 J jnl
Improving Urban Land Cover Classification with Combined Use of Sentinel-2 and Sentinel-1 Imagery.
ISPRS Int. J. Geo Inf.
Bin Hu, Yongyang Xu, Xiao Huang, Qimin Cheng, Qing Ding, Linze Bai, Yan Li
2021 J jnl
Internal and external spatial-temporal constraints for person reidentification.
J. Vis. Commun. Image Represent.
Zhenfeng Shao, Jiaming Wang, Tao Lu, Ruiqian Zhang, Xiao Huang, Xianwei Lv
2021 J jnl
MRENet: Simultaneous Extraction of Road Surface and Road Centerline in Complex Urban Scenes from Very High-Resolution Images.
Remote. Sens.
Zhenfeng Shao, Zifan Zhou, Xiao Huang, Ya Zhang
2021 J jnl
Mapping Impervious Surface Areas Using Time-Series Nighttime Light and MODIS Imagery.
Remote. Sens.
Yun Tang, Zhenfeng Shao, Xiao Huang, Bowen Cai
2021 J jnl
Meta-FSEO: A Meta-Learning Fast Adaptation with Self-Supervised Embedding Optimization for Few-Shot Remote Sensing Scene Classification.
Remote. Sens.
Yong Li, Zhenfeng Shao, Xiao Huang, Bowen Cai, Song Peng
2021 J jnl
Monitoring and Predicting Desert Locust Plague Severity in Asia-Africa Using Multisource Remote Sensing Time-Series Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhenfeng Shao, Xiaoxiao Feng, Linze Bai, Haiming Jiao, Ya Zhang, Deren Li, Haisheng Fan, Xiao Huang, Yuqi Ding, Orhan Altan, Nayyer Saleem
2021 J jnl
Monitoring, analyzing and predicting urban surface subsidence: A case study of Wuhan City, China.
Int. J. Appl. Earth Obs. Geoinformation
Qing Ding, Zhenfeng Shao, Xiao Huang, Orhan Altan, Qingwei Zhuang, Bin Hu
2021 B conf
Pan-Sharpening Via High-Pass Modification Convolutional Neural Network.
ICIP
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Jiayi Ma
2021 J jnl
Pan-sharpening via High-pass Modification Convolutional Neural Network.
CoRR
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Jiayi Ma
2021 J jnl
SSCAN: A Spatial-spectral Cross Attention Network for Hyperspectral Image Denoising.
CoRR
Zhiqiang Wang, Zhenfeng Shao, Xiao Huang, Jiaming Wang, Tao Lu, Sihang Zhang
2021 J jnl
Sensing Population Distribution from Satellite Imagery Via Deep Learning: Model Selection, Neighboring Effects, and Systematic Biases.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiao Huang, Di Zhu, Fan Zhang, Tao Liu, Xiao Li, Lei Zou
2021 J jnl
Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases.
CoRR
Xiao Huang, Di Zhu, Fan Zhang, Tao Liu, Xiao Li, Lei Zou
2021 J jnl
Simulating multi-exit evacuation using deep reinforcement learning.
Trans. GIS
Dong Xu, Xiao Huang, Joseph Mango, Xiang Li, Zhenlong Li
2021 J jnl
Spatial-temporal pooling for action recognition in videos.
Neurocomputing
Jiaming Wang, Zhenfeng Shao, Xiao Huang, Tao Lu, Ruiqian Zhang, Xianwei Lv
2021 J jnl
Spatio-temporal-spectral-angular observation model that integrates observations from UAV and mobile mapping vehicle for better urban mapping.
CoRR
Zhenfeng Shao, Gui Cheng, Deren Li, Xiao Huang, Zhipeng Lu, Jian Liu
2021 J jnl
Spatio-temporal-spectral-angular observation model that integrates observations from UAV and mobile mapping vehicle for better urban mapping.
Geo spatial Inf. Sci.
Zhenfeng Shao, Gui Cheng, Deren Li, Xiao Huang, Zhipeng Lu, Jian Liu
2021 J jnl
Spatiotemporal Patterns of Human Mobility and Its Association with Land Use Types during COVID-19 in New York City.
ISPRS Int. J. Geo Inf.
Yuqin Jiang, Xiao Huang, Zhenlong Li
2021 J jnl
The characteristics of multi-source mobility datasets and how they reveal the luxury nature of social distancing in the U.S. during the COVID-19 pandemic.
Int. J. Digit. Earth
Xiao Huang, Zhenlong Li, Yuqin Jiang, Xinyue Ye, Chengbin Deng, Jiajia Zhang, Xiaoming Li
2021 J jnl
Unsupervised Remote Sensing Super-Resolution via Migration Image Prior.
CoRR
Jiaming Wang, Zhenfeng Shao, Tao Lu, Xiao Huang, Ruiqian Zhang, Yu Wang
2021 A conf
Unsupervised Remoting Sensing Super-Resolution via Migration Image Prior.
ICME
Jiaming Wang, Zhenfeng Shao, Tao Lu, Xiao Huang, Ruiqian Zhang, Yu Wang
2020 J jnl
Identifying disaster related social media for rapid response: a visual-textual fused CNN architecture.
Int. J. Digit. Earth
Xiao Huang, Zhenlong Li, Cuizhen Wang, Huan Ning
2020 J jnl
Local motion simulation using deep reinforcement learning.
Trans. GIS
Dong Xu, Xiao Huang, Zhenlong Li, Xiang Li
2020 J jnl
ODT Flow Explorer: Extract, Query, and Visualize Human Mobility.
CoRR
Zhenlong Li, Xiao Huang, Xinyue Ye, Xiaoming Li
2020 J jnl
Object Detection in UAV Images via Global Density Fused Convolutional Network.
Remote. Sens.
Ruiqian Zhang, Zhenfeng Shao, Xiao Huang, Jiaming Wang, Deren Li
2020 J jnl
Simulating multi-exit evacuation using deep reinforcement learning.
CoRR
Dong Xu, Xiao Huang, Joseph Mango, Xiang Li, Zhenlong Li
2020 — conf
Spatial-temporal Joint optimization Network on Covariance Manifolds of Electroencephalography for Fatigue Detection.
BIBM
Xiaowei Zhang, Dawei Lu, Jian Shen, Jin Gao, Xiao Huang, Manxi Wu
2020 J jnl
Time-Series Clustering for Home Dwell Time during COVID-19: What Can We Learn from It?
ISPRS Int. J. Geo Inf.
Xiao Huang, Zhenlong Li, Junyu Lu, Sicheng Wang, Hanxue Wei, Baixu Chen
2020 C conf
Translating Multispectral Imagery to Nighttime Imagery via Conditional Generative Adversarial Networks.
IGARSS
Xiao Huang, Dong Xu, Zhenlong Li, Cuizhen Wang
2020 J jnl
Translating multispectral imagery to nighttime imagery via conditional generative adversarial networks.
CoRR
Xiao Huang, Dong Xu, Zhenlong Li, Cuizhen Wang
2020 J jnl
Twitter, human mobility, and COVID-19.
CoRR
Xiao Huang, Zhenlong Li, Yuqin Jiang, Xiaoming Li, Dwayne Porter
2019 J jnl
A visual-textual fused approach to automated tagging of flood-related tweets during a flood event.
Int. J. Digit. Earth
Xiao Huang, Cuizhen Wang, Zhenlong Li, Huan Ning
2019 — conf
High-resolution population grid in the CONUS using microsoft building footprints: a feasibility study.
GeoHumanities@SIGSPATIAL
Xiao Huang, Cuizhen Wang, Zhenlong Li
2019 C conf
Human Settlement Dynamics in Hurricane-Prone Zones of Conterminous U.S: A View from Nighttime Remote Sensing.
IGARSS
Xiao Huang, Cuizhen Wang
2019 — conf
Individual Similarity Guided Transfer Modeling for EEG-based Emotion Recognition.
BIBM
Xiaowei Zhang, Wenbin Liang, Tingzhen Ding, Jing Pan, Jian Shen, Xiao Huang, Jin Gao
2018 J jnl
A near real-time flood-mapping approach by integrating social media and post-event satellite imagery.
Ann. GIS
Xiao Huang, Cuizhen Wang, Zhenlong Li
2018 J jnl
Reconstructing Flood Inundation Probability by Enhancing Near Real-Time Imagery With Real-Time Gauges and Tweets.
IEEE Trans. Geosci. Remote. Sens.
Xiao Huang, Cuizhen Wang, Zhenlong Li
2018 J jnl
Spatial Assessment of Water Quality with Urbanization in 2007-2015, Shanghai, China.
Remote. Sens.
Huixuan Li, Cuizhen Wang, Xiao Huang, Andrew Hug