Xin Huang

Gui-Song Xia, Liangpei Zhang, Dacheng Tao, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Monitoring 3D Building Change and Urban Redevelopment Patterns in Inner City Areas of Chinese Megacities Using Multi-View Satellite Imagery

Xin Huang, Dawei Wen, Dawei Wen, 2019, Remote. Sens..

A 3-D-Swin Transformer-Based Hierarchical Contrastive Learning Method for Hyperspectral Image Classification

Xin Huang, Jiayi Li, Xian Guo, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Unsupervised Deep Feature Learning for Urban Village Detection from High-Resolution Remote Sensing Images

Xin Huang, Yansheng Li, Hui Liu, 2017 .

Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification

Antonio J. Plaza, Xin Huang, Jun Li, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Multi-level monitoring of subtle urban changes for the megacities of China using high-resolution multi-view satellite imagery

Rongjun Qin, Xin Huang, Dawei Wen, 2017 .

Multi-decadal analysis of high-resolution albedo changes induced by urbanization over contrasted Chinese cities based on Landsat data

Yuyu Zhou, S. Liang, J. Roujean, 2022, Remote Sensing of Environment.

A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation

Jon Atli Benediktsson, Liangpei Zhang, Xin Huang, 2016, IEEE Transactions on Geoscience and Remote Sensing.

A semantic scene model for multitemporal detection of Urban villages in mega city regions of China

Hui Liu, Liangpei Zhang, Xin Huang, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Spatiotemporal Detection and Analysis of Urban Villages in Mega City Regions of China Using High-Resolution Remotely Sensed Imagery

Hui Liu, Liangpei Zhang, Xin Huang, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks

Yongjun Zhang, Yansheng Li, Xin Huang, 2018, IEEE Transactions on Geoscience and Remote Sensing.

A Robust Method for Filling the Gaps in MODIS and VIIRS Land Surface Temperature Data

Zigeng Niu, Rui Yao, Wei Zhang, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Importance of community containment measures in combating the COVID-19 epidemic: From the perspective of urban planning

Xin Huang, Junjing Yang, Qiquan Yang, 2021, Geo spatial Inf. Sci..

Urban expansion patterns of 291 Chinese cities, 1990–2015

Xin Huang, Tao He, Rui Xiao, 2019, Int. J. Digit. Earth.

Impact of land-cover layout on particulate matter 2.5 in urban areas of China

Xin Huang, Jiayi Li, Xin Huang, 2018, Int. J. Digit. Earth.

Joint Collaborative Representation With Multitask Learning for Hyperspectral Image Classification

Liangpei Zhang, Xin Huang, Hongyan Zhang, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Mapping and analyzing the local climate zones in China’s 32 major cities using Landsat imagery based on a novel convolutional neural network

Xin Huang, Jiayi Li, Anling Liu, 2021, Geo spatial Inf. Sci..

Advances in urban information extraction from high-resolution remote sensing imagery

Xin Huang, Chun Liu, Jianya Gong, 2019, Science China Earth Sciences.

Building Change Detection From Multitemporal High-Resolution Remotely Sensed Images Based on a Morphological Building Index

Liangpei Zhang, Xin Huang, Tingting Zhu, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

An automatic change detection method for monitoring newly constructed building areas using time-series multi-view high-resolution optical satellite images

Xin Huang, Jiayi Li, Yinxia Cao, 2020 .

Change Detection From Very-High-Spatial-Resolution Optical Remote Sensing Images: Methods, applications, and future directions

Jon Atli Benediktsson, Francesca Bovolo, Dawei Wen, 2021, IEEE Geoscience and Remote Sensing Magazine.

Object-Based 3-D Building Change Detection on Multitemporal Stereo Images

Rongjun Qin, Xin Huang, Gerhard Schmitt, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A Multichannel Gray Level Co-Occurrence Matrix for Multi/Hyperspectral Image Texture Representation

Liangpei Zhang, Xin Huang, Xiaobo Liu, 2014, Remote. Sens..

The Outcome of the 2021 IEEE GRSS Data Fusion Contest—Track MSD: Multitemporal Semantic Change Detection

N. Jojic, N. Yokoya, Xin Huang, 2022, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Compression of hyperspectral remote sensing images by tensor approach

Bo Du, Liangpei Zhang, Dacheng Tao, 2015, Neurocomputing.

30 m global impervious surface area dynamics and urban expansion pattern observed by Landsat satellites: From 1972 to 2019

Xin Huang, Jiayi Li, Xiaoping Liu, 2021, Science China Earth Sciences.

Urban functional zone mapping by integrating high spatial resolution nighttime light and daytime multi-view imagery

Xin Huang, Jiayi Li, Junjing Yang, 2021 .

Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification

Hong Sun, Gui-Song Xia, Liangpei Zhang, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Evaluation of Morphological Texture Features for Mangrove Forest Mapping and Species Discrimination Using Multispectral IKONOS Imagery

Liangpei Zhang, Xin Huang, Le Wang, 2009, IEEE Geoscience and Remote Sensing Letters.

An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery

Liangpei Zhang, Xin Huang, Xin Huang, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Wavelength selection and spectral discrimination for paddy rice, with laboratory measurements of hyperspectral leaf reflectance

Xin Huang, Wei Gong, Shalei Song, 2011 .

Building Footprint Generation by Integrating Convolution Neural Network With Feature Pairwise Conditional Random Field (FPCRF)

Xiao Xiang Zhu, Yilei Shi, Xin Huang, 2020, IEEE Transactions on Geoscience and Remote Sensing.

A Hierarchical Deformable Deep Neural Network and an Aerial Image Benchmark Dataset for Surface Multiview Stereo Reconstruction

Xin Huang, Jiayi Li, Zheng Ji, 2023, IEEE Transactions on Geoscience and Remote Sensing.

A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas

Jon Atli Benediktsson, Jun Li, Xiao Xiang Zhu, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Object-oriented subspace analysis for airborne hyperspectral remote sensing imagery

Liangpei Zhang, Xin Huang, Xin Huang, 2010, Neurocomputing.

Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval

Yongjun Zhang, Yansheng Li, Xin Huang, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Combining Pixel- and Object-Based Machine Learning for Identification of Water-Body Types From Urban High-Resolution Remote-Sensing Imagery

Liangpei Zhang, Xing Fang, Cong Xie, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban Areas

Liangpei Zhang, Xin Huang, Xin Huang, 2012, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Urban Building Type Mapping Using Geospatial Data: A Case Study of Beijing, China

Wei Chen, Qiusheng Wu, Xin Huang, 2020, Remote. Sens..

Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding

Bo Du, Liangpei Zhang, Dacheng Tao, 2015, Pattern Recognit..

A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery

Liangpei Zhang, Xin Huang, Jiayi Li, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Multiple Feature Learning for Hyperspectral Image Classification

Jon Atli Benediktsson, Antonio J. Plaza, Liangpei Zhang, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Road centreline extraction from high‐resolution imagery based on multiscale structural features and support vector machines

Xin Huang, Liangpei Zhang, Xin Huang, 2009 .

Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter

Aleksandra Pizurica, Wilfried Philips, Paul Scheunders, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest

Aleksandra Pizurica, Hui Liu, Gabriele Moser, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images

Yuan Yan Tang, Bo Du, Dacheng Tao, 2019, IEEE Transactions on Cybernetics.

On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification

Liangpei Zhang, Dacheng Tao, Xin Huang, 2012, IEEE Transactions on Geoscience and Remote Sensing.

A deep learning method for building height estimation using high-resolution multi-view imagery over urban areas: A case study of 42 Chinese cities

Yinxia Cao, Xin Huang, Xin Huang, 2021 .

Generalization of spectral fidelity with flexible measures for the sparse representation classification of hyperspectral images

Bo Wu, Xin Huang, Yong Zhu, 2016, Int. J. Appl. Earth Obs. Geoinformation.

A Novel Clustering-Based Feature Representation for the Classification of Hyperspectral Imagery

Liangpei Zhang, Xin Huang, Qikai Lu, 2014, Remote. Sens..

A comparative study of spatial approaches for urban mapping using hyperspectral ROSIS images over Pavia City, northern Italy

Xin Huang, Liangpei Zhang, Xin Huang, 2009 .

Classification and Extraction of Spatial Features in Urban Areas Using High-Resolution Multispectral Imagery

Liangpei Zhang, Xin Huang, Pingxiang Li, 2007, IEEE Geoscience and Remote Sensing Letters.

A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery

Liangpei Zhang, Xin Huang, Pingxiang Li, 2006, IEEE Transactions on Geoscience and Remote Sensing.

Generalized Differential Morphological Profiles for Remote Sensing Image Classification

Jon Atli Benediktsson, Liangpei Zhang, Jianya Gong, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Automatic extraction of built-up area from ZY3 multi-view satellite imagery: Analysis of 45 global cities

Chun Liu, Zhe Zhu, Jianya Gong, 2019, Remote Sensing of Environment.

Evidence of the mitigated urban particulate matter island (UPI) effect in China during 2000-2015.

Xin Huang, Jiayi Li, Xin Huang, 2019, The Science of the total environment.

High-Resolution Land Cover Change Detection Using Low-Resolution Labels via a Semi-Supervised Deep Learning Approach - 2021 IEEE Data Fusion Contest Track MSD

Jiayi Li, Xin Huang, Lilin Tu, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

An updated MODIS global urban extent product (MGUP) from 2001 to 2018 based on an automated mapping approach

Xin Huang, Jiongyi Huang, Dawei Wen, 2021, Int. J. Appl. Earth Obs. Geoinformation.

A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery

Jon Atli Benediktsson, Xiuping Jia, Xin Huang, 2019, IEEE Transactions on Geoscience and Remote Sensing.

A label-noise robust active learning sample collection method for multi-temporal urban land-cover classification and change analysis

Xiaoyu Chang, Xin Huang, Jiayi Li, 2020 .

Automated Detection of Buildings from Heterogeneous VHR Satellite Images for Rapid Response to Natural Disasters

Xin Huang, Hong Tang, Ting Mao, 2017, Remote. Sens..

Semantic Classification of Urban Trees Using Very High Resolution Satellite Imagery

Liangpei Zhang, Xin Huang, Hui Liu, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

The edge-preservation multi-classifier relearning framework for the classification of high-resolution remotely sensed imagery

Yansheng Li, Michael Ying Yang, Jianya Gong, 2018 .

Assessing and Improving the Accuracy of GlobeLand30 Data for Urban Area Delineation by Combining Multisource Remote Sensing Data

Hui Liu, Xin Huang, Qingyu Li, 2016, IEEE Geoscience and Remote Sensing Letters.

Spatiotemporal change patterns of urban lakes in China’s major cities between 1990 and 2015

Xing Fang, Leiguang Wang, Cong Xie, 2018, Int. J. Digit. Earth.

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery

Jon Atli Benediktsson, Antonio J. Plaza, Liangpei Zhang, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Monitoring of Urban Impervious Surfaces Using Time Series of High-Resolution Remote Sensing Images in Rapidly Urbanized Areas: A Case Study of Shenzhen

Tao Zhang, Xin Huang, Xin Huang, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A novel co-training approach for urban land cover mapping with unclear Landsat time series imagery

Xin Huang, Lefei Zhang, Jiayi Li, 2018, Remote Sensing of Environment.

Information extraction from remote sensing imagery

Jocelyn Chanussot, Xin Huang, Wenzi Liao, 2017, Geo spatial Inf. Sci..

Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning

Bo Du, Liangpei Zhang, Dacheng Tao, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Sparse Transfer Manifold Embedding for Hyperspectral Target Detection

Liangpei Zhang, Dacheng Tao, Xin Huang, 2014, IEEE Transactions on Geoscience and Remote Sensing.

An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery

Liangpei Zhang, Xin Huang, Xin Huang, 2008, IEEE Transactions on Geoscience and Remote Sensing.

Quantifying the Spatiotemporal Trends of Canopy Layer Heat Island (CLHI) and Its Driving Factors over Wuhan, China with Satellite Remote Sensing

Xin Huang, Jiayi Li, Dawei Wen, 2017, Remote. Sens..

Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification

Jon Atli Benediktsson, Antonio J. Plaza, Jun Li, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

GIScience and remote sensing in natural resource and environmental research: Status quo and future perspectives

J. Gong, Yu Liu, Xin Huang, 2021, Geography and Sustainability.

Fully Constrained Least Squares for Antarctic Sea Ice Concentration Estimation Utilizing Passive Microwave Data

Xin Huang, Zemin Wang, Tingting Liu, 2015, IEEE Geoscience and Remote Sensing Letters.

Urban Building Density Estimation From High-Resolution Imagery Using Multiple Features and Support Vector Regression

Tao Zhang, Xin Huang, Jiayi Li, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Classification of Ultra-High Resolution Orthophotos Combined with DSM Using a Dual Morphological Top Hat Profile

Qian Zhang, Liang Liu, Rongjun Qin, 2015, Remote. Sens..

A Morphological Building Detection Framework for High-Resolution Optical Imagery Over Urban Areas

Qian Zhang, Xin Huang, Guixu Zhang, 2016, IEEE Geoscience and Remote Sensing Letters.

An Adaptive Multiscale Information Fusion Approach for Feature Extraction and Classification of IKONOS Multispectral Imagery Over Urban Areas

Liangpei Zhang, Xin Huang, Pingxiang Li, 2007, IEEE Geoscience and Remote Sensing Letters.

Automatic Labelling and Selection of Training Samples for High-Resolution Remote Sensing Image Classification over Urban Areas

Liangpei Zhang, Xin Huang, Tiantian Feng, 2015, Remote. Sens..

Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral–Spatial Feature Extraction

Liangpei Zhang, Dacheng Tao, Xin Huang, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Xin Huang, Qikai Lu, Liangpei Zhang, 2016 .

A Novel MRF-Based Multifeature Fusion for Classification of Remote Sensing Images

Jun Li, Liangpei Zhang, Xin Huang, 2016, IEEE Geoscience and Remote Sensing Letters.

New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study

Antonio J. Plaza, Liangpei Zhang, Xin Huang, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Building Area Extraction from High-Resoluton Satellite Imagery Based on Morphological Building Index

Jianya Gong, Jiansi Yang, Xin Huang, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Assessing the quality of building height extraction from ZiYuan-3 multi-view imagery

Chun Liu, Jianya Gong, Xin Huang, 2017 .

Angular difference feature extraction for urban scene classification using ZY-3 multi-angle high-resolution satellite imagery

Jianya Gong, Xin Huang, Huijun Chen, 2018 .

A method for object identification in multispectral image based on tensor approach

Bo Du, Liangpei Zhang, Xin Huang, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

Dynamic texture recognition by aggregating spatial and temporal features via ensemble SVMs

Gui-Song Xia, Gang Liu, Xin Huang, 2016, Neurocomputing.

Three-Dimensional Wavelet Texture Feature Extraction and Classification for Multi/Hyperspectral Imagery

Liangpei Zhang, Xin Huang, Xian Guo, 2014, IEEE Geoscience and Remote Sensing Letters.

Foreword to the Special Issue on Information Extraction From High-Spatial-Resolution Optical Remotely Sensed Imagery

Xin Huang, Mathieu Fauvel, Mauro Dalla Mura, 2015, IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens..

Nonnegative discriminative manifold learning for hyperspectral data dimension reduction

Bo Du, Liangpei Zhang, Dacheng Tao, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

A novel locally adaptive method for modeling the spatiotemporal dynamics of global electric power consumption based on DMSP-OLS nighttime stable light data

Xin Huang, Ting Hu, Xin Huang, 2019, Applied Energy.

Improving Backscatter Intensity Calibration for Multispectral LiDAR

Bo Zhu, Lin Du, Xin Huang, 2015, IEEE Geoscience and Remote Sensing Letters.

Tea Garden Detection from High-Resolution Imagery Using a Scene-Based Framework

M. Yang, Xin Huang, Yansheng Li, 2018, Photogrammetric Engineering & Remote Sensing.

An Active Relearning Framework for Remote Sensing Image Classification

Qian Shi, Xin Huang, Xiaoping Liu, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Ground-Level Ozone Concentration and Landscape Patterns in China's Urban Areas

Xin Huang, Jiayi Li, 2019, Photogrammetric Engineering & Remote Sensing.

Taking Optimal Advantage of Fine Spatial Resolution: Promoting partial image reconstruction for the morphological analysis of very-high-resolution images

Wilfried Philips, Jocelyn Chanussot, Xin Huang, 2017, IEEE Geoscience and Remote Sensing Magazine.

Fault-Tolerant Building Change Detection From Urban High-Resolution Remote Sensing Imagery

Liangpei Zhang, Xin Huang, Yuqi Tang, 2013, IEEE Geoscience and Remote Sensing Letters.

Variational Self-Distillation for Remote Sensing Scene Classification

Jungong Han, Xin Huang, Xianbin Cao, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Centralized Collaborative Sparse Unmixing for Hyperspectral Images

Rui Wang, Heng-Chao Li, Wilfried Philips, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A novel water index for urban high-resolution eight-band WorldView-2 imagery

Xing Fang, Cong Xie, Xin Huang, 2016, Int. J. Digit. Earth.

Building Footprint Generation by Integrating Convolution Neural Network With Feature Pairwise Conditional Random Field (FPCRF)

Xin Huang, Xiaoxiang Zhu, Yilei Shi, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Object-oriented change detection based on the Kolmogorov–Smirnov test using high-resolution multispectral imagery

Yuqi Tang, Liangpei Zhang, Xin Huang, 2011 .

Characterization of the coherent scattering induced by ridging patterns in agriculture by the use of polarimetric SAR imagery

Xin Huang, Lingli Zhao, Pingxiang Li, 2017 .

A multilevel decision fusion approach for urban mapping using very high-resolution multi/hyperspectral imagery

Xin Huang, Liangpei Zhang, Xin Huang, 2012 .