Xin Huang
Orcid: 0000-0002-5625-0338Affiliations:
- Wuhan University, School of Remote Sensing and Information Engineering, China
- Wuhan University, LIESMARS, China (PhD 2009)
According to our database1,
Xin Huang
authored at least 113 papers
between 2006 and 2024.
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Bibliography
2024
A Multitask Network for Multiview Stereo Reconstruction: When Semantic Consistency-Based Clustering Meets Depth Estimation Optimization.
IEEE Trans. Geosci. Remote. Sens., 2024
A Stepwise Refining Image-Level Weakly Supervised Semantic Segmentation Method for Detecting Exposed Surface for Buildings (ESB) From Very High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024
Adaptive Self-Paced Collaborative and 3-D Adversarial Multitask Network for Semantic Change Detection Using Zhuhai-1 Orbita Hyperspectral Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
2023
Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet.
Geo spatial Inf. Sci., July, 2023
MFVNet: a deep adaptive fusion network with multiple field-of-views for remote sensing image semantic segmentation.
Sci. China Inf. Sci., April, 2023
Joint Self-Training and Rebalanced Consistency Learning for Semi-Supervised Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
DWin-HRFormer: A High-Resolution Transformer Model With Directional Windows for Semantic Segmentation of Urban Construction Land.
IEEE Trans. Geosci. Remote. Sens., 2023
TD-SSCD: A Novel Network by Fusing Temporal and Differential Information for Self-Supervised Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023
A Hierarchical Deformable Deep Neural Network and an Aerial Image Benchmark Dataset for Surface Multiview Stereo Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2023
2022
A 3-D-Swin Transformer-Based Hierarchical Contrastive Learning Method for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track MSD: Multitemporal Semantic Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
A hierarchical category structure based convolutional recurrent neural network (HCS-ConvRNN) for Land-Cover classification using dense MODIS Time-Series data.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
Dual-Branch Fusion Network for Residential Area Extraction from a Ziyuan-3 Multi-Spectral and Multi-View Data Set.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
A Robust Method for Filling the Gaps in MODIS and VIIRS Land Surface Temperature Data.
IEEE Trans. Geosci. Remote. Sens., 2021
A Multispectral and Multiangle 3-D Convolutional Neural Network for the Classification of ZY-3 Satellite Images Over Urban Areas.
IEEE Trans. Geosci. Remote. Sens., 2021
Importance of community containment measures in combating the COVID-19 epidemic: From the perspective of urban planning.
Geo spatial Inf. Sci., 2021
Mapping and analyzing the local climate zones in China's 32 major cities using Landsat imagery based on a novel convolutional neural network.
Geo spatial Inf. Sci., 2021
An updated MODIS global urban extent product (MGUP) from 2001 to 2018 based on an automated mapping approach.
Int. J. Appl. Earth Obs. Geoinformation, 2021
High-Resolution Land Cover Change Detection Using Low-Resolution Labels via a Semi-Supervised Deep Learning Approach - 2021 IEEE Data Fusion Contest Track MSD.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Building Footprint Generation by Integrating Convolution Neural Network With Feature Pairwise Conditional Random Field (FPCRF).
IEEE Trans. Geosci. Remote. Sens., 2020
Int. J. Digit. Earth, 2020
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF).
CoRR, 2020
2019
A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery.
IEEE Trans. Geosci. Remote. Sens., 2019
Foreword to the Special Issue on Recent Advances in Processing of High-Spatial-Resolution Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Monitoring 3D Building Change and Urban Redevelopment Patterns in Inner City Areas of Chinese Megacities Using Multi-View Satellite Imagery.
Remote. Sens., 2019
Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery.
Remote. Sens., 2019
A Semi-Supervised Approach Towards Land Cover Mapping with Sentinel-2 Desnse Time-Series Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2018
Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method.
IEEE Trans. Geosci. Remote. Sens., 2018
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images.
IEEE Trans. Cybern., 2018
Monitoring of Urban Impervious Surfaces Using Time Series of High-Resolution Remote Sensing Images in Rapidly Urbanized Areas: A Case Study of Shenzhen.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Spatiotemporal change patterns of urban lakes in China's major cities between 1990 and 2015.
Int. J. Digit. Earth, 2018
Building Area Extraction from High-Resoluton Satellite Imagery Based on Morphological Building Index.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Urban Building Density Estimation From High-Resolution Imagery Using Multiple Features and Support Vector Regression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Urban Area Extraction by Regional and Line Segment Feature Fusion and Urban Morphology Analysis.
Remote. Sens., 2017
Investigation of Urbanization Effects on Land Surface Phenology in Northeast China during 2001-2015.
Remote. Sens., 2017
Urbanization Effects on Vegetation and Surface Urban Heat Islands in China's Yangtze River Basin.
Remote. Sens., 2017
The Use of Landscape Metrics and Transfer Learning to Explore Urban Villages in China.
Remote. Sens., 2017
Quantifying the Spatiotemporal Trends of Canopy Layer Heat Island (CLHI) and Its Driving Factors over Wuhan, China with Satellite Remote Sensing.
Remote. Sens., 2017
Multi-level change detection in urban areas using ZY-3 multi-temporal stereo imagery.
Proceedings of the Joint Urban Remote Sensing Event, 2017
2016
Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016
A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Generalized Differential Morphological Profiles for Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
A Morphological Building Detection Framework for High-Resolution Optical Imagery Over Urban Areas.
IEEE Geosci. Remote. Sens. Lett., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Assessing and Improving the Accuracy of GlobeLand30 Data for Urban Area Delineation by Combining Multisource Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett., 2016
Dynamic texture recognition by aggregating spatial and temporal features via ensemble SVMs.
Neurocomputing, 2016
Int. J. Digit. Earth, 2016
Generalization of spectral fidelity with flexible measures for the sparse representation classification of hyperspectral images.
Int. J. Appl. Earth Obs. Geoinformation, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Active learning approach for remote sensing imagery classification using spatial information.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
A semantic scene model for multitemporal detection of Urban villages in mega city regions of China.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
IEEE Trans. Geosci. Remote. Sens., 2015
Spatiotemporal Detection and Analysis of Urban Villages in Mega City Regions of China Using High-Resolution Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Combining Pixel- and Object-Based Machine Learning for Identification of Water-Body Types From Urban High-Resolution Remote-Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Foreword to the Special Issue on Information Extraction From High-Spatial-Resolution Optical Remotely Sensed Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Classification of Ultra-High Resolution Orthophotos Combined with DSM Using a Dual Morphological Top Hat Profile.
Remote. Sens., 2015
Automatic Labelling and Selection of Training Samples for High-Resolution Remote Sensing Image Classification over Urban Areas.
Remote. Sens., 2015
Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding.
Pattern Recognit., 2015
IEEE Geosci. Remote. Sens. Lett., 2015
Fully Constrained Least Squares for Antarctic Sea Ice Concentration Estimation Utilizing Passive Microwave Data.
IEEE Geosci. Remote. Sens. Lett., 2015
Neurocomputing, 2015
Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
2014
Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning.
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study.
IEEE Trans. Geosci. Remote. Sens., 2014
Building Change Detection From Multitemporal High-Resolution Remotely Sensed Images Based on a Morphological Building Index.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
A Novel Clustering-Based Feature Representation for the Classification of Hyperspectral Imagery.
Remote. Sens., 2014
A Multichannel Gray Level Co-Occurrence Matrix for Multi/Hyperspectral Image Texture Representation.
Remote. Sens., 2014
Quality Assessment of Panchromatic and Multispectral Image Fusion for the ZY-3 Satellite: From an Information Extraction Perspective.
IEEE Geosci. Remote. Sens. Lett., 2014
Three-Dimensional Wavelet Texture Feature Extraction and Classification for Multi/Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2014
Support tensor machine with local pixel neighborhood for hyperspectral image classification.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
A novel multi-index learning approach for urban classification of high-resolution images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction.
IEEE Trans. Geosci. Remote. Sens., 2013
An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens., 2013
An Energy-Driven Total Variation Model for Segmentation and Classification of High Spatial Resolution Remote-Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2013
Fault-Tolerant Building Change Detection From Urban High-Resolution Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett., 2013
Nonnegative discriminative manifold learning for hyperspectral data dimension reduction.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction.
Proceedings of the Intelligence Science and Big Data Engineering, 2013
A perception-inspired building index for automatic built-up area detection in high-resolution satellite images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2012
Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Research on image reconstruction based and pixel unmixing based sub-pixel mapping methods.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
IEEE Geosci. Remote. Sens. Lett., 2011
2010
Simulation of Low-Resolution Panchromatic Images by Multivariate Linear Regression for Pan-Sharpening IKONOS Imageries.
IEEE Geosci. Remote. Sens. Lett., 2010
Comparison of Vector Stacking, Multi-SVMs Fuzzy Output, and Multi-SVMs Voting Methods for Multiscale VHR Urban Mapping.
IEEE Geosci. Remote. Sens. Lett., 2010
Neurocomputing, 2010
2009
Evaluation of Morphological Texture Features for Mangrove Forest Mapping and Species Discrimination Using Multispectral IKONOS Imagery.
IEEE Geosci. Remote. Sens. Lett., 2009
2008
An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2008
2007
An Adaptive Multiscale Information Fusion Approach for Feature Extraction and Classification of IKONOS Multispectral Imagery Over Urban Areas.
IEEE Geosci. Remote. Sens. Lett., 2007
Classification and Extraction of Spatial Features in Urban Areas Using High-Resolution Multispectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2007
2006
A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery.
IEEE Trans. Geosci. Remote. Sens., 2006