Xiao Huang

Orcid: 0000-0002-4323-382X

Affiliations:
  • Emory University, Atlanta, GA, USA
  • University of Arkansas, Fayetteville, AR, USA (former)


According to our database1, Xiao Huang authored at least 73 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Urban park accessibility assessment using human mobility data: a systematic review.
Ann. GIS, April, 2024

Dual-Task Network for Terrace and Ridge Extraction: Automatic Terrace Extraction via Multi-Task Learning.
Remote. Sens., February, 2024

DMCH: A Deep Metric and Category-Level Semantic Hashing Network for Retrieval in Remote Sensing.
Remote. Sens., January, 2024

The Evolution of urban agglomerations in China and how it deviates from Zipf's law.
Geo spatial Inf. Sci., January, 2024

WodNet: Weak Object Discrimination Network for Cloud Detection.
IEEE Trans. Geosci. Remote. Sens., 2024

Pan-sharpening via intrinsic decomposition knowledge distillation.
Pattern Recognit., 2024

2023
Remote Sensing Image Super-Resolution via Multi-Scale Texture Transfer Network.
Remote. Sens., December, 2023

Toward a comprehensive understanding of eye-level urban greenness: a systematic review.
Int. J. Digit. Earth, December, 2023

A lightweight distillation CNN-transformer architecture for remote sensing image super-resolution.
Int. J. Digit. Earth, December, 2023

MC-Net: multi-scale contextual information aggregation network for image captioning on remote sensing images.
Int. J. Digit. Earth, December, 2023

A Siamese Multiscale Attention Decoding Network for Building Change Detection on High-Resolution Remote Sensing Images.
Remote. Sens., November, 2023

Deep learning-based building height mapping using Sentinel-1 and Sentinel-2 data.
Int. J. Appl. Earth Obs. Geoinformation, August, 2023

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., July, 2023

Sustainability Evaluation of Chinese Capital Cities Based on Urban Geographic Environment Index.
Remote. Sens., April, 2023

AERNet: An Attention-Guided Edge Refinement Network and a Dataset for Remote Sensing Building Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023

Emerging Issues in Mapping Urban Impervious Surfaces Using High-Resolution Remote Sensing Images.
Remote. Sens., 2023

Geospatial Modeling of Health, Socioeconomic, Demographic, and Environmental Factors with COVID-19 Incidence Rate in Arkansas, US.
ISPRS Int. J. Geo Inf., 2023

2022
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., 2022

From Artifact Removal to Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2022

Pan-Sharpening via Deep Locally Linear Embedding Residual Network.
IEEE Trans. Geosci. Remote. Sens., 2022

A Dual-Path Fusion Network for Pan-Sharpening.
IEEE Trans. Geosci. Remote. Sens., 2022

Road and Car Extraction Using UAV Images via Efficient Dual Contextual Parsing Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Exploring the spatial disparity of home-dwelling time patterns in the USA during the COVID-19 pandemic via Bayesian inference.
Trans. GIS, 2022

BiCSNet: A Bidirectional Cross-Scale Backbone for Recognition and Localization.
IEEE Trans. Circuits Syst. Video Technol., 2022

A Deep Unfolding Method for Satellite Super Resolution.
IEEE Trans. Computational Imaging, 2022

Urban Impervious Surface Extraction Using Seasonal Time Series SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

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., 2022

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., 2022

GDP Forecasting Model for China's Provinces Using Nighttime Light Remote Sensing Data.
Remote. Sens., 2022

SSCAN: A Spatial-Spectral Cross Attention Network for Hyperspectral Image Denoising.
IEEE Geosci. Remote. Sens. Lett., 2022

Deep locally linear embedding network.
Inf. Sci., 2022

Adaptive dense pyramid network for object detection in UAV imagery.
Neurocomputing, 2022

SAR-DRDNet: A SAR image despeckling network with detail recovery.
Neurocomputing, 2022

A Machine Learning Approach for Detecting Rescue Requests from Social Media.
ISPRS Int. J. Geo Inf., 2022

Dual-Branch Multi-Level Feature Aggregation Network for Pansharpening.
IEEE CAA J. Autom. Sinica, 2022

Deep learning-based local climate zone classification using Sentinel-1 SAR and Sentinel-2 multispectral imagery.
Geo spatial Inf. Sci., 2022

Mapping impervious surfaces with a hierarchical spectral mixture analysis incorporating endmember spatial distribution.
Geo spatial Inf. Sci., 2022

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., 2022

BTS: a binary tree sampling strategy for object identification based on deep learning.
Int. J. Geogr. Inf. Sci., 2022

Extraction and analysis of natural disaster-related VGI from social media: review, opportunities and challenges.
Int. J. Geogr. Inf. Sci., 2022

Modeling carbon storage in urban vegetation: Progress, challenges, and opportunities.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Quantifying the sensitivity of SAR and optical images three-level fusions in land cover classification to registration errors.
Int. J. Appl. Earth Obs. Geoinformation, 2022

MapsNet: Multi-level feature constraint and fusion network for change detection.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Combining ATC and 3D-CNN for reconstructing spatially and temporally continuous land surface temperature.
Int. J. Appl. Earth Obs. Geoinformation, 2022

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, 2022

PRISI: A novel piecewise radar impervious surface index for urban monitoring using Sentinel-1 data.
Int. J. Appl. Earth Obs. Geoinformation, 2022

2021
Simulating multi-exit evacuation using deep reinforcement learning.
Trans. GIS, 2021

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., 2021

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., 2021

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., 2021

Mapping Impervious Surface Areas Using Time-Series Nighttime Light and MODIS Imagery.
Remote. Sens., 2021

MRENet: Simultaneous Extraction of Road Surface and Road Centerline in Complex Urban Scenes from Very High-Resolution Images.
Remote. Sens., 2021

Meta-FSEO: A Meta-Learning Fast Adaptation with Self-Supervised Embedding Optimization for Few-Shot Remote Sensing Scene Classification.
Remote. Sens., 2021

Enhanced image prior for unsupervised remoting sensing super-resolution.
Neural Networks, 2021

Internal and external spatial-temporal constraints for person reidentification.
J. Vis. Commun. Image Represent., 2021

Spatial-temporal pooling for action recognition in videos.
Neurocomputing, 2021

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., 2021

Spatiotemporal Patterns of Human Mobility and Its Association with Land Use Types during COVID-19 in New York City.
ISPRS Int. J. Geo Inf., 2021

Improving Urban Land Cover Classification with Combined Use of Sentinel-2 and Sentinel-1 Imagery.
ISPRS Int. J. Geo Inf., 2021

An internal-external optimized convolutional neural network for arbitrary orientated object detection from optical remote sensing images.
Geo spatial Inf. Sci., 2021

Spatio-temporal-spectral-angular observation model that integrates observations from UAV and mobile mapping vehicle for better urban mapping.
Geo spatial Inf. Sci., 2021

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., 2021

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, 2021

Evaluating the weight sensitivity in AHP-based flood risk estimation models.
CoRR, 2021

An extended watershed-based zonal statistical AHP model for flood risk estimation: Constraining runoff converging related indicators by sub-watersheds.
CoRR, 2021

GLSD: The Global Large-Scale Ship Database and Baseline Evaluations.
CoRR, 2021

SSCAN: A Spatial-spectral Cross Attention Network for Hyperspectral Image Denoising.
CoRR, 2021

Unsupervised Remote Sensing Super-Resolution via Migration Image Prior.
CoRR, 2021

Monitoring, analyzing and predicting urban surface subsidence: A case study of Wuhan City, China.
Int. J. Appl. Earth Obs. Geoinformation, 2021

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, 2021

Unsupervised Remoting Sensing Super-Resolution via Migration Image Prior.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Pan-Sharpening Via High-Pass Modification Convolutional Neural Network.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
Object Detection in UAV Images via Global Density Fused Convolutional Network.
Remote. Sens., 2020


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