Xin Huang

126 papers C 16Journal 104Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Forest Tree Species Classification Based on Deep Ensemble Learning by Fusing High-Resolution, Multitemporal, and Hyperspectral Multisource Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett.
Dengli Yu, Lilin Tu, Ziqing Wei, Fuyao Zhu, Chengjun Yu, Denghong Wang, Jiayi Li, Xin Huang
2026 J jnl
S
IEEE Trans. Cybern.
Yang Qu, Jiayi Li, Xiaofeng Pan, Xin Huang
2025 J jnl
Object based Markov random field model for hierarchical semantic segmentation of remote sensing imagery.
Int. J. Digit. Earth
Jun Wang, Chen Zheng, Haoyu Fu, Yili Zhao, Qinling Dai, Xin Huang, Junfeng Xie, Leiguang Wang
2025 J jnl
STSNet: A cross-spatial resolution multi-modal remote sensing deep fusion network for high resolution land-cover segmentation.
Inf. Fusion
Beibei Yu, Jiayi Li, Xin Huang
2025 J jnl
Spatio-temporal-text fusion for hierarchical multi-label crop classification based on time-series remote sensing imagery.
Int. J. Appl. Earth Obs. Geoinformation
Xiyao Li, Jiayi Li, Jie Jiang, Xiaofeng Pan, Xin Huang
2024 J jnl
A Cross-Angle Propagation Network for Built-Up Area Extraction by Fusing Spatial-Spectral-Angular Features From the ZY-3 Multiview Satellite Imagery: Dataset and Analysis of China's 41 Major Cities.
IEEE Trans. Geosci. Remote. Sens.
Renxiang Zuo, Xin Huang, Jiayi Li, Xiaofeng Pan
2024 J jnl
A Multitask Network for Multiview Stereo Reconstruction: When Semantic Consistency-Based Clustering Meets Depth Estimation Optimization.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Shulei Zhang, Jiayi Li, Leiguang Wang
2024 J jnl
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.
Xin Huang, Wenrui Wang, Jiayi Li, Leiguang Wang, Xing Xie
2024 J jnl
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.
Dawei Wen, Xin Huang, Qiquan Yang, Jianqin Tang
2024 J jnl
CaSaFormer: A cross- and self-attention based lightweight network for large-scale building semantic segmentation.
Int. J. Appl. Earth Obs. Geoinformation
Jiayi Li, Yuping Hu, Xin Huang
2024 C conf
Enhancing Inter-Class Discrimination for Domain Adaptation of Change Detection.
IGARSS
Xueting Zhang, Xin Huang, Jiayi Li, Jie Yang, Leiguang Wang, Xing Xie
2024 C conf
GBSS: A Global Building Semantic Segmentation Dataset for Large-Scale Remote Sensing Building Extraction.
IGARSS
Yuping Hu, Xin Huang, Jiayi Li, Zhen Zhang
2024 J jnl
GBSS: a global building semantic segmentation dataset for large-scale remote sensing building extraction.
CoRR
Yuping Hu, Xin Huang, Jiayi Li, Zhen Zhang
2024 J jnl
S
IEEE Trans. Geosci. Remote. Sens.
Lilin Tu, Jiayi Li, Xin Huang, Jianya Gong, Xing Xie, Leiguang Wang
2023 J jnl
A Hierarchical Deformable Deep Neural Network and an Aerial Image Benchmark Dataset for Surface Multiview Stereo Reconstruction.
IEEE Trans. Geosci. Remote. Sens.
Jiayi Li, Xin Huang, Yujin Feng, Zhen Ji, Shulei Zhang, Dawei Wen
2023 J jnl
DWin-HRFormer: A High-Resolution Transformer Model With Directional Windows for Semantic Segmentation of Urban Construction Land.
IEEE Trans. Geosci. Remote. Sens.
Zhen Zhang, Xin Huang, Jiayi Li
2023 J jnl
Joint Self-Training and Rebalanced Consistency Learning for Semi-Supervised Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Xu Zhang, Xin Huang, Jiayi Li
2023 J jnl
Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet.
Geo spatial Inf. Sci.
Yue Xu, Jianya Gong, Xin Huang, Xiangyun Hu, Jiayi Li, Qiang Li, Min Peng
2023 J jnl
MFVNet: a deep adaptive fusion network with multiple field-of-views for remote sensing image semantic segmentation.
Sci. China Inf. Sci.
Yansheng Li, Wei Chen, Xin Huang, Zhi Gao, Siwei Li, Tao He, Yongjun Zhang
2023 J jnl
Semisupervised Change Detection With Feature-Prediction Alignment.
IEEE Trans. Geosci. Remote. Sens.
Xueting Zhang, Xin Huang, Jiayi Li
2023 J jnl
TD-SSCD: A Novel Network by Fusing Temporal and Differential Information for Self-Supervised Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yang Qu, Jiayi Li, Xin Huang, Dawei Wen
2022 J jnl
A 3-D-Swin Transformer-Based Hierarchical Contrastive Learning Method for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Mengjie Dong, Jiayi Li, Xian Guo
2022 J jnl
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
Jiayi Li, Ben Zhang, Xin Huang
2022 C conf
Dual-Branch Fusion Network for Residential Area Extraction from a Ziyuan-3 Multi-Spectral and Multi-View Data Set.
IGARSS
Dongrui Li, Jiayi Li, Xin Huang
2022 J jnl
Mapping High-Resolution Global Impervious Surface Area: Status and Trends.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Huiqun Ren, Yu Liu, Xiaoyu Chang, Jie Yang, Xiao Xiao, Xin Huang
2022 J jnl
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.
Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nikolay Malkin, Nebojsa Jojic, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
2022 J jnl
Toward accurate mapping of 30-m time-series global impervious surface area (GISA).
Int. J. Appl. Earth Obs. Geoinformation
Xin Huang, Yihong Song, Jie Yang, Wenrui Wang, Huiqun Ren, Mengjie Dong, Yujin Feng, Haidan Yin, Jiayi Li
2022 J jnl
WHU-OHS: A benchmark dataset for large-scale Hersepctral Image classification.
Int. J. Appl. Earth Obs. Geoinformation
Jiayi Li, Xin Huang, Lilin Tu
2021 J jnl
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.
Xin Huang, Shuang Li, Jiayi Li, Xiuping Jia, Jun Li, Xiao Xiang Zhu, Jón Atli Benediktsson
2021 J jnl
A Robust Method for Filling the Gaps in MODIS and VIIRS Land Surface Temperature Data.
IEEE Trans. Geosci. Remote. Sens.
Rui Yao, Lunche Wang, Xin Huang, Liang Sun, Ruiqing Chen, Xiaojun Wu, Wei Zhang, Zigeng Niu
2021 J jnl
An updated MODIS global urban extent product (MGUP) from 2001 to 2018 based on an automated mapping approach.
Int. J. Appl. Earth Obs. Geoinformation
Xin Huang, Jiongyi Huang, Dawei Wen, Jiayi Li
2021 C conf
High-Resolution Land Cover Change Detection Using Low-Resolution Labels via a Semi-Supervised Deep Learning Approach - 2021 IEEE Data Fusion Contest Track MSD.
IGARSS
Lilin Tu, Jiayi Li, Xin Huang
2021 J jnl
Importance of community containment measures in combating the COVID-19 epidemic: From the perspective of urban planning.
Geo spatial Inf. Sci.
Xin Huang, Qiquan Yang, Junjing Yang
2021 J jnl
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.
Xin Huang, Anling Liu, Jiayi Li
2020 J jnl
Building Footprint Generation by Integrating Convolution Neural Network With Feature Pairwise Conditional Random Field (FPCRF).
IEEE Trans. Geosci. Remote. Sens.
Qingyu Li, Yilei Shi, Xin Huang, Xiao Xiang Zhu
2020 J jnl
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF).
CoRR
Qingyu Li, Yilei Shi, Xin Huang, Xiao Xiang Zhu
2020 J jnl
Impact of land-cover layout on particulate matter 2.5 in urban areas of China.
Int. J. Digit. Earth
Jiayi Li, Xin Huang
2019 J jnl
A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jiayi Li, Xin Huang, Ting Hu, Xiuping Jia, Jón Atli Benediktsson
2019 C conf
A Semi-Supervised Approach Towards Land Cover Mapping with Sentinel-2 Desnse Time-Series Imagery.
IGARSS
Ting Hu, Xin Huang, Jiayi Li, Jón Atli Benediktsson, Jiansi Yang, Jianya Gong
2019 J jnl
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.
Xin Huang, X. X. Zhu, Fabio Dell'Acqua, Mathieu Fauvel, Mauro Dalla Mura, Fabrizio Lombardini
2019 J jnl
Monitoring 3D Building Change and Urban Redevelopment Patterns in Inner City Areas of Chinese Megacities Using Multi-View Satellite Imagery.
Remote. Sens.
Dawei Wen, Xin Huang, Anlu Zhang, Xinli Ke
2019 J jnl
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images.
CoRR
Lefei Zhang, Qian Zhang, Bo Du, Xin Huang, Yuan Yan Tang, Dacheng Tao
2019 J jnl
Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery.
Remote. Sens.
Xin Huang, Jiayi Li, Francesca Bovolo, Qi Wang
2019 J jnl
Urban expansion patterns of 291 Chinese cities, 1990-2015.
Int. J. Digit. Earth
Xin Huang, Jiahao Xia, Rui Xiao, Tao He
2018 C conf
A Novel Building Detection Method Using zy-3 Multi-Angle Imagery Over Urban Areas.
IGARSS
Huijun Chen, Xin Huang, Jiayi Li, Jianya Gong, Chun Liu
2018 J jnl
An Active Relearning Framework for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qian Shi, Xiaoping Liu, Xin Huang
2018 C conf
Building Area Extraction from High-Resoluton Satellite Imagery Based on Morphological Building Index.
IGARSS
Chun Liu, Xin Huang, Huijun Chen, Jiansi Yang, Jianya Gong
2018 J jnl
Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Yansheng Li, Yongjun Zhang, Xin Huang, Hu Zhu, Jiayi Ma
2018 J jnl
Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Yansheng Li, Yongjun Zhang, Xin Huang, Jiayi Ma
2018 J jnl
Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Ting Hu, Jiayi Li, Qing Wang, Jón Atli Benediktsson
2018 J jnl
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.
Tao Zhang, Xin Huang
2018 J jnl
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images.
IEEE Trans. Cybern.
Lefei Zhang, Qian Zhang, Bo Du, Xin Huang, Yuan Yan Tang, Dacheng Tao
2018 J jnl
Spatiotemporal change patterns of urban lakes in China's major cities between 1990 and 2015.
Int. J. Digit. Earth
Cong Xie, Xin Huang, Leiguang Wang, Xing Fang, Wenzhi Liao
2017 J jnl
A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin Huang, Wenliang Yuan, Jiayi Li, Liangpei Zhang
2017 J jnl
Centralized Collaborative Sparse Unmixing for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rui Wang, Heng-Chao Li, Wenzhi Liao, Xin Huang, Wilfried Philips
2017 J jnl
Information extraction from remote sensing imagery.
Geo spatial Inf. Sci.
Xin Huang, Jiayi Li, Wenzhi Liao, Jocelyn Chanussot
2017 J jnl
Investigation of Urbanization Effects on Land Surface Phenology in Northeast China during 2001-2015.
Remote. Sens.
Rui Yao, Lunche Wang, Xin Huang, Xian Guo, Zigeng Niu, Hongfu Liu
2017 — conf
Multi-level change detection in urban areas using ZY-3 multi-temporal stereo imagery.
JURSE
Dawei Wen, Hui Liu, Jiayi Li, Xin Huang
2017 J jnl
Quantifying the Spatiotemporal Trends of Canopy Layer Heat Island (CLHI) and Its Driving Factors over Wuhan, China with Satellite Remote Sensing.
Remote. Sens.
Long Li, Xin Huang, Jiayi Li, Dawei Wen
2017 J jnl
Semantic Classification of Urban Trees Using Very High Resolution Satellite Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dawei Wen, Xin Huang, Hui Liu, Wenzhi Liao, Liangpei Zhang
2017 J jnl
The Use of Landscape Metrics and Transfer Learning to Explore Urban Villages in China.
Remote. Sens.
Hui Liu, Xin Huang, Dawei Wen, Jiayi Li
2017 J jnl
Urban Area Extraction by Regional and Line Segment Feature Fusion and Urban Morphology Analysis.
Remote. Sens.
Qian Zhang, Xin Huang, Guixu Zhang
2017 J jnl
Urban Building Density Estimation From High-Resolution Imagery Using Multiple Features and Support Vector Regression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tao Zhang, Xin Huang, Dawei Wen, Jiayi Li
2017 J jnl
Urbanization Effects on Vegetation and Surface Urban Heat Islands in China's Yangtze River Basin.
Remote. Sens.
Rui Yao, Lunche Wang, Xuan Gui, Yukun Zheng, Haoming Zhang, Xin Huang
2016 J jnl
A Morphological Building Detection Framework for High-Resolution Optical Imagery Over Urban Areas.
IEEE Geosci. Remote. Sens. Lett.
Qian Zhang, Xin Huang, Guixu Zhang
2016 J jnl
A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation.
IEEE Trans. Geosci. Remote. Sens.
Dawei Wen, Xin Huang, Liangpei Zhang, Jón Atli Benediktsson
2016 J jnl
A Novel MRF-Based Multifeature Fusion for Classification of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Qikai Lu, Xin Huang, Jun Li, Liangpei Zhang
2016 J jnl
A novel water index for urban high-resolution eight-band WorldView-2 imagery.
Int. J. Digit. Earth
Cong Xie, Xin Huang, Wenxian Zeng, Xing Fang
2016 C conf
A semantic scene model for multitemporal detection of Urban villages in mega city regions of China.
IGARSS
Hui Liu, Xin Huang, Liangpei Zhang
2016 C conf
Active learning approach for remote sensing imagery classification using spatial information.
IGARSS
Qian Shi, Xin Huang, Jiayi Li, Liangpei Zhang
2016 J jnl
Assessing and Improving the Accuracy of GlobeLand30 Data for Urban Area Delineation by Combining Multisource Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett.
Xin Huang, Qingyu Li, Hui Liu, Jiayi Li
2016 J jnl
Dynamic texture recognition by aggregating spatial and temporal features via ensemble SVMs.
Neurocomputing
Feng Yang, Gui-Song Xia, Gang Liu, Liangpei Zhang, Xin Huang
2016 J jnl
Feature Extraction of Hyperspectral Images With Semisupervised Graph Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Renbo Luo, Wenzhi Liao, Xin Huang, Youguo Pi, Wilfried Philips
2016 J jnl
Generalization of spectral fidelity with flexible measures for the sparse representation classification of hyperspectral images.
Int. J. Appl. Earth Obs. Geoinformation
Bo Wu, Yong Zhu, Xin Huang, Jiayi Li
2016 J jnl
Generalized Differential Morphological Profiles for Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin Huang, Xiaopeng Han, Liangpei Zhang, Jianya Gong, Wenzhi Liao, Jón Atli Benediktsson
2016 C conf
LiDAR information extraction by attribute filters with partial reconstruction.
IGARSS
Wenzhi Liao, Mauro Dalla Mura, Xin Huang, Jocelyn Chanussot, Sidharta Gautama, Paul Scheunders, Wilfried Philips
2016 J jnl
Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiang Xu, Jun Li, Xin Huang, Mauro Dalla Mura, Antonio Plaza
2016 C conf
Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery.
IGARSS
Jiayi Li, Xin Huang, Liangpei Zhang
2016 C conf
Spatial regularization of pixel-based classification maps by a two-step MRF method.
IGARSS
Leiguang Wang, Qinling Dai, Xin Huang
2016 J jnl
Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Xian Guo, Xin Huang, Lefei Zhang, Liangpei Zhang, Antonio J. Plaza, Jón Atli Benediktsson
2015 J jnl
Automatic Labelling and Selection of Training Samples for High-Resolution Remote Sensing Image Classification over Urban Areas.
Remote. Sens.
Xin Huang, Chunlei Weng, Qikai Lu, Tiantian Feng, Liangpei Zhang
2015 J jnl
Classification of Ultra-High Resolution Orthophotos Combined with DSM Using a Dual Morphological Top Hat Profile.
Remote. Sens.
Qian Zhang, Rongjun Qin, Xin Huang, Yong Fang, Liang Liu
2015 J jnl
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.
Xin Huang, Cong Xie, Xing Fang, Liangpei Zhang
2015 J jnl
Compression of hyperspectral remote sensing images by tensor approach.
Neurocomputing
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2015 J jnl
Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding.
Pattern Recognit.
Lefei Zhang, Qian Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2015 J jnl
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.
Xin Huang, Mathieu Fauvel, Mauro Dalla Mura, Liangpei Zhang
2015 J jnl
Fully Constrained Least Squares for Antarctic Sea Ice Concentration Estimation Utilizing Passive Microwave Data.
IEEE Geosci. Remote. Sens. Lett.
Tingting Liu, Yanxia Liu, Xin Huang, Zemin Wang
2015 J jnl
Improving Backscatter Intensity Calibration for Multispectral LiDAR.
IEEE Geosci. Remote. Sens. Lett.
Shuo Shi, Shalei Song, Wei Gong, Lin Du, Bo Zhu, Xin Huang
2015 J jnl
Multiple Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jun Li, Xin Huang, Paolo Gamba, José M. Bioucas-Dias, Liangpei Zhang, Jón Atli Benediktsson, Antonio J. Plaza
2015 J jnl
Object-Based 3-D Building Change Detection on Multitemporal Stereo Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rongjun Qin, Xin Huang, Armin Gruen, Gerhard Schmitt
2015 J jnl
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.
Wenzhi Liao, Xin Huang, Frieke Van Coillie, Sidharta Gautama, Aleksandra Pizurica, Wilfried Philips, Hui Liu, Tingting Zhu, Michal Shimoni, Gabriele Moser, Devis Tuia
2015 J jnl
Spatiotemporal Detection and Analysis of Urban Villages in Mega City Regions of China Using High-Resolution Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Hui Liu, Liangpei Zhang
2015 — conf
Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter.
WHISPERS
Wenzhi Liao, Xin Huang, Frieke Van Coillie, Guy Thoonen, Aleksandra Pizurica, Paul Scheunders, Wilfried Philips
2015 J jnl
Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fan Hu, Gui-Song Xia, Zifeng Wang, Xin Huang, Liangpei Zhang, Hong Sun
2014 J jnl
A Multichannel Gray Level Co-Occurrence Matrix for Multi/Hyperspectral Image Texture Representation.
Remote. Sens.
Xin Huang, Xiaobo Liu, Liangpei Zhang
2014 J jnl
A Novel Clustering-Based Feature Representation for the Classification of Hyperspectral Imagery.
Remote. Sens.
Qikai Lu, Xin Huang, Liangpei Zhang
2014 C conf
A novel multi-index learning approach for urban classification of high-resolution images.
IGARSS
Xin Huang, Qikai Lu
2014 C conf
A novel relearning approach for remote sensing image classification post-processing.
IGARSS
Xin Huang, Qikai Lu
2014 J jnl
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.
Xin Huang, Liangpei Zhang, Tingting Zhu
2014 J jnl
Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning.
IEEE Trans. Geosci. Remote. Sens.
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2014 J jnl
Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin Huang, Xuehua Guan, Jón Atli Benediktsson, Liangpei Zhang, Jun Li, Antonio Plaza, Mauro Dalla Mura
2014 J jnl
New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Qikai Lu, Liangpei Zhang, Antonio Plaza
2014 J jnl
Quality Assessment of Panchromatic and Multispectral Image Fusion for the ZY-3 Satellite: From an Information Extraction Perspective.
IEEE Geosci. Remote. Sens. Lett.
Xin Huang, Dawei Wen, Junfeng Xie, Liangpei Zhang
2014 J jnl
Sparse Transfer Manifold Embedding for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
2014 — conf
Support tensor machine with local pixel neighborhood for hyperspectral image classification.
WHISPERS
Xian Guo, Xin Huang, Liangpei Zhang, Lefei Zhang
2014 J jnl
Three-Dimensional Wavelet Texture Feature Extraction and Classification for Multi/Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Xian Guo, Xin Huang, Liangpei Zhang
2013 C conf
A perception-inspired building index for automatic built-up area detection in high-resolution satellite images.
IGARSS
Gang Liu, Gui-Song Xia, Xin Huang, Wen Yang, Liangpei Zhang
2013 J jnl
An Energy-Driven Total Variation Model for Segmentation and Classification of High Spatial Resolution Remote-Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett.
Qian Zhang, Xin Huang, Liangpei Zhang
2013 J jnl
An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Liangpei Zhang
2013 J jnl
Fault-Tolerant Building Change Detection From Urban High-Resolution Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett.
Yuqi Tang, Xin Huang, Liangpei Zhang
2013 — conf
Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction.
IScIDE
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2013 — conf
Nonnegative discriminative manifold learning for hyperspectral data dimension reduction.
WHISPERS
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Gui-Song Xia
2013 J jnl
Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction.
IEEE Trans. Geosci. Remote. Sens.
Liangpei Zhang, Lefei Zhang, Dacheng Tao, Xin Huang
2012 — conf
A method for object identification in multispectral image based on tensor approach.
WHISPERS
Lefei Zhang, Xin Huang, Bo Du, Liangpei Zhang
2012 J jnl
Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin Huang, Liangpei Zhang
2012 J jnl
On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
2012 C conf
Research on image reconstruction based and pixel unmixing based sub-pixel mapping methods.
IGARSS
Liangpei Zhang, Xiong Xu, Jie Li, Huanfeng Shen, Yanfei Zhong, Xin Huang
2011 J jnl
A Multifeature Tensor for Remote-Sensing Target Recognition.
IEEE Geosci. Remote. Sens. Lett.
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
2010 J jnl
Comparison of Vector Stacking, Multi-SVMs Fuzzy Output, and Multi-SVMs Voting Methods for Multiscale VHR Urban Mapping.
IEEE Geosci. Remote. Sens. Lett.
Xin Huang, Liangpei Zhang
2010 J jnl
Object-oriented subspace analysis for airborne hyperspectral remote sensing imagery.
Neurocomputing
Liangpei Zhang, Xin Huang
2010 J jnl
Simulation of Low-Resolution Panchromatic Images by Multivariate Linear Regression for Pan-Sharpening IKONOS Imageries.
IEEE Geosci. Remote. Sens. Lett.
Zhongwu Wang, Shunxi Liu, Shucheng You, Xin Huang
2009 J jnl
Evaluation of Morphological Texture Features for Mangrove Forest Mapping and Species Discrimination Using Multispectral IKONOS Imagery.
IEEE Geosci. Remote. Sens. Lett.
Xin Huang, Liangpei Zhang, Le Wang
2008 J jnl
An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Xin Huang, Liangpei Zhang
2007 J jnl
An Adaptive Multiscale Information Fusion Approach for Feature Extraction and Classification of IKONOS Multispectral Imagery Over Urban Areas.
IEEE Geosci. Remote. Sens. Lett.
Xin Huang, Liangpei Zhang, Pingxiang Li
2007 J jnl
Classification and Extraction of Spatial Features in Urban Areas Using High-Resolution Multispectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
Xin Huang, Liangpei Zhang, Pingxiang Li
2006 J jnl
A pixel shape index coupled with spectral information for classification of high spatial resolution remotely sensed imagery.
IEEE Trans. Geosci. Remote. Sens.
Liangpei Zhang, Xin Huang, Bo Huang, Pingxiang Li