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Xin Huang
ORCID
Publication Activity (10 Years)
Years Active: 2006-2024
Publications (10 Years): 64
Top Topics
Change Detection
Hyperspectral
Urban Areas
Remote Sensing
Top Venues
IEEE Trans. Geosci. Remote. Sens.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Remote. Sens.
IGARSS
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Publications
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Xin Huang
,
Wenrui Wang
,
Jiayi Li
,
Leiguang Wang
,
Xing Xie
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.
62 (2024)
Lilin Tu
,
Jiayi Li
,
Xin Huang
,
Jianya Gong
,
Xing Xie
,
Leiguang Wang
: A Spectral-Spatial Hierarchical Masked Modeling Framework for Self-Supervised Feature Learning and Classification of Large-Scale Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Xin Huang
,
Shulei Zhang
,
Jiayi Li
,
Leiguang Wang
A Multitask Network for Multiview Stereo Reconstruction: When Semantic Consistency-Based Clustering Meets Depth Estimation Optimization.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Dawei Wen
,
Xin Huang
,
Qiquan Yang
,
Jianqin Tang
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.
17 (2024)
Xu Zhang
,
Xin Huang
,
Jiayi Li
Joint Self-Training and Rebalanced Consistency Learning for Semi-Supervised Change Detection.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Yang Qu
,
Jiayi Li
,
Xin Huang
,
Dawei Wen
TD-SSCD: A Novel Network by Fusing Temporal and Differential Information for Self-Supervised Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Jiayi Li
,
Xin Huang
,
Yujin Feng
,
Zhen Ji
,
Shulei Zhang
,
Dawei Wen
A Hierarchical Deformable Deep Neural Network and an Aerial Image Benchmark Dataset for Surface Multiview Stereo Reconstruction.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Yue Xu
,
Jianya Gong
,
Xin Huang
,
Xiangyun Hu
,
Jiayi Li
,
Qiang Li
,
Min Peng
Luojia-HSSR: A high spatial-spectral resolution remote sensing dataset for land-cover classification with a new 3D-HRNet.
Geo spatial Inf. Sci.
26 (3) (2023)
Xueting Zhang
,
Xin Huang
,
Jiayi Li
Semisupervised Change Detection With Feature-Prediction Alignment.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Zhen Zhang
,
Xin Huang
,
Jiayi Li
DWin-HRFormer: A High-Resolution Transformer Model With Directional Windows for Semantic Segmentation of Urban Construction Land.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Xin Huang
,
Mengjie Dong
,
Jiayi Li
,
Xian Guo
A 3-D-Swin Transformer-Based Hierarchical Contrastive Learning Method for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Huiqun Ren
,
Yu Liu
,
Xiaoyu Chang
,
Jie Yang
,
Xiao Xiao
,
Xin Huang
Mapping High-Resolution Global Impervious Surface Area: Status and Trends.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
15 (2022)
Zhuohong Li
,
Fangxiao Lu
,
Hongyan Zhang
,
Lilin Tu
,
Jiayi Li
,
Xin Huang
,
Caleb Robinson
,
Nikolay Malkin
,
Nebojsa Jojic
,
Pedram Ghamisi
,
Ronny Hänsch
,
Naoto Yokoya
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.
15 (2022)
Jiayi Li
,
Xin Huang
,
Lilin Tu
WHU-OHS: A benchmark dataset for large-scale Hersepctral Image classification.
Int. J. Appl. Earth Obs. Geoinformation
113 (2022)
Xin Huang
,
Anling Liu
,
Jiayi Li
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.
24 (4) (2021)
Xin Huang
,
Shuang Li
,
Jiayi Li
,
Xiuping Jia
,
Jun Li
,
Xiao Xiang Zhu
,
Jón Atli Benediktsson
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.
59 (12) (2021)
Xin Huang
,
Qiquan Yang
,
Junjing Yang
Importance of community containment measures in combating the COVID-19 epidemic: From the perspective of urban planning.
Geo spatial Inf. Sci.
24 (3) (2021)
Rui Yao
,
Lunche Wang
,
Xin Huang
,
Liang Sun
,
Ruiqing Chen
,
Xiaojun Wu
,
Wei Zhang
,
Zigeng Niu
A Robust Method for Filling the Gaps in MODIS and VIIRS Land Surface Temperature Data.
IEEE Trans. Geosci. Remote. Sens.
59 (12) (2021)
Xin Huang
,
Jiongyi Huang
,
Dawei Wen
,
Jiayi Li
An updated MODIS global urban extent product (MGUP) from 2001 to 2018 based on an automated mapping approach.
Int. J. Appl. Earth Obs. Geoinformation
95 (2021)
Qingyu Li
,
Yilei Shi
,
Xin Huang
,
Xiao Xiang Zhu
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF).
CoRR
(2020)
Jiayi Li
,
Xin Huang
Impact of land-cover layout on particulate matter 2.5 in urban areas of China.
Int. J. Digit. Earth
13 (4) (2020)
Qingyu Li
,
Yilei Shi
,
Xin Huang
,
Xiao Xiang Zhu
Building Footprint Generation by Integrating Convolution Neural Network With Feature Pairwise Conditional Random Field (FPCRF).
IEEE Trans. Geosci. Remote. Sens.
58 (11) (2020)
Dawei Wen
,
Xin Huang
,
Anlu Zhang
,
Xinli Ke
Monitoring 3D Building Change and Urban Redevelopment Patterns in Inner City Areas of Chinese Megacities Using Multi-View Satellite Imagery.
Remote. Sens.
11 (7) (2019)
Xin Huang
,
Jiayi Li
,
Francesca Bovolo
,
Qi Wang
Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery.
Remote. Sens.
11 (19) (2019)
Jiayi Li
,
Xin Huang
,
Ting Hu
,
Xiuping Jia
,
Jón Atli Benediktsson
A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery.
IEEE Trans. Geosci. Remote. Sens.
57 (6) (2019)
Xin Huang
,
X. X. Zhu
,
Fabio Dell'Acqua
,
Mathieu Fauvel
,
Mauro Dalla Mura
,
Fabrizio Lombardini
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.
12 (8) (2019)
Ting Hu
,
Xin Huang
,
Jiayi Li
,
Jón Atli Benediktsson
,
Jiansi Yang
,
Jianya Gong
A Semi-Supervised Approach Towards Land Cover Mapping with Sentinel-2 Desnse Time-Series Imagery.
IGARSS
(2019)
Lefei Zhang
,
Qian Zhang
,
Bo Du
,
Xin Huang
,
Yuan Yan Tang
,
Dacheng Tao
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images.
CoRR
(2019)
Xin Huang
,
Ting Hu
,
Jiayi Li
,
Qing Wang
,
Jón Atli Benediktsson
Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method.
IEEE Trans. Geosci. Remote. Sens.
56 (8) (2018)
Chun Liu
,
Xin Huang
,
Huijun Chen
,
Jiansi Yang
,
Jianya Gong
Building Area Extraction from High-Resoluton Satellite Imagery Based on Morphological Building Index.
IGARSS
(2018)
Huijun Chen
,
Xin Huang
,
Jiayi Li
,
Jianya Gong
,
Chun Liu
A Novel Building Detection Method Using zy-3 Multi-Angle Imagery Over Urban Areas.
IGARSS
(2018)
Tao Zhang
,
Xin Huang
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.
11 (8) (2018)
Yansheng Li
,
Yongjun Zhang
,
Xin Huang
,
Hu Zhu
,
Jiayi Ma
Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
56 (2) (2018)
Yansheng Li
,
Yongjun Zhang
,
Xin Huang
,
Jiayi Ma
Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens.
56 (11) (2018)
Qian Shi
,
Xiaoping Liu
,
Xin Huang
An Active Relearning Framework for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
56 (6) (2018)
Cong Xie
,
Xin Huang
,
Leiguang Wang
,
Xing Fang
,
Wenzhi Liao
Spatiotemporal change patterns of urban lakes in China's major cities between 1990 and 2015.
Int. J. Digit. Earth
11 (11) (2018)
Lefei Zhang
,
Qian Zhang
,
Bo Du
,
Xin Huang
,
Yuan Yan Tang
,
Dacheng Tao
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images.
IEEE Trans. Cybern.
48 (1) (2018)
Hui Liu
,
Xin Huang
,
Dawei Wen
,
Jiayi Li
The Use of Landscape Metrics and Transfer Learning to Explore Urban Villages in China.
Remote. Sens.
9 (4) (2017)
Long Li
,
Xin Huang
,
Jiayi Li
,
Dawei Wen
Quantifying the Spatiotemporal Trends of Canopy Layer Heat Island (CLHI) and Its Driving Factors over Wuhan, China with Satellite Remote Sensing.
Remote. Sens.
9 (6) (2017)
Rui Yao
,
Lunche Wang
,
Xin Huang
,
Xian Guo
,
Zigeng Niu
,
Hongfu Liu
Investigation of Urbanization Effects on Land Surface Phenology in Northeast China during 2001-2015.
Remote. Sens.
9 (1) (2017)
Rui Wang
,
Heng-Chao Li
,
Wenzhi Liao
,
Xin Huang
,
Wilfried Philips
Centralized Collaborative Sparse Unmixing for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
10 (5) (2017)
Rui Yao
,
Lunche Wang
,
Xuan Gui
,
Yukun Zheng
,
Haoming Zhang
,
Xin Huang
Urbanization Effects on Vegetation and Surface Urban Heat Islands in China's Yangtze River Basin.
Remote. Sens.
9 (6) (2017)
Dawei Wen
,
Xin Huang
,
Hui Liu
,
Wenzhi Liao
,
Liangpei Zhang
Semantic Classification of Urban Trees Using Very High Resolution Satellite Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
10 (4) (2017)
Dawei Wen
,
Hui Liu
,
Jiayi Li
,
Xin Huang
Multi-level change detection in urban areas using ZY-3 multi-temporal stereo imagery.
JURSE
(2017)
Qian Zhang
,
Xin Huang
,
Guixu Zhang
Urban Area Extraction by Regional and Line Segment Feature Fusion and Urban Morphology Analysis.
Remote. Sens.
9 (7) (2017)
Tao Zhang
,
Xin Huang
,
Dawei Wen
,
Jiayi Li
Urban Building Density Estimation From High-Resolution Imagery Using Multiple Features and Support Vector Regression.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
10 (7) (2017)
Xin Huang
,
Wenliang Yuan
,
Jiayi Li
,
Liangpei Zhang
A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
10 (2) (2017)
Xin Huang
,
Jiayi Li
,
Wenzhi Liao
,
Jocelyn Chanussot
Information extraction from remote sensing imagery.
Geo spatial Inf. Sci.
20 (4) (2017)
Bo Wu
,
Yong Zhu
,
Xin Huang
,
Jiayi Li
Generalization of spectral fidelity with flexible measures for the sparse representation classification of hyperspectral images.
Int. J. Appl. Earth Obs. Geoinformation
52 (2016)
Xin Huang
,
Xiaopeng Han
,
Liangpei Zhang
,
Jianya Gong
,
Wenzhi Liao
,
Jón Atli Benediktsson
Generalized Differential Morphological Profiles for Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
9 (4) (2016)
Xin Huang
,
Qingyu Li
,
Hui Liu
,
Jiayi Li
Assessing and Improving the Accuracy of GlobeLand30 Data for Urban Area Delineation by Combining Multisource Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett.
13 (12) (2016)
Qikai Lu
,
Xin Huang
,
Jun Li
,
Liangpei Zhang
A Novel MRF-Based Multifeature Fusion for Classification of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
13 (4) (2016)
Qian Zhang
,
Xin Huang
,
Guixu Zhang
A Morphological Building Detection Framework for High-Resolution Optical Imagery Over Urban Areas.
IEEE Geosci. Remote. Sens. Lett.
13 (9) (2016)
Dawei Wen
,
Xin Huang
,
Liangpei Zhang
,
Jón Atli Benediktsson
A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation.
IEEE Trans. Geosci. Remote. Sens.
54 (1) (2016)
Jiayi Li
,
Xin Huang
,
Liangpei Zhang
Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery.
IGARSS
(2016)
Wenzhi Liao
,
Mauro Dalla Mura
,
Xin Huang
,
Jocelyn Chanussot
,
Sidharta Gautama
,
Paul Scheunders
,
Wilfried Philips
LiDAR information extraction by attribute filters with partial reconstruction.
IGARSS
(2016)
Feng Yang
,
Gui-Song Xia
,
Gang Liu
,
Liangpei Zhang
,
Xin Huang
Dynamic texture recognition by aggregating spatial and temporal features via ensemble SVMs.
Neurocomputing
173 (2016)
Xian Guo
,
Xin Huang
,
Lefei Zhang
,
Liangpei Zhang
,
Antonio J. Plaza
,
Jón Atli Benediktsson
Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
54 (6) (2016)
Renbo Luo
,
Wenzhi Liao
,
Xin Huang
,
Youguo Pi
,
Wilfried Philips
Feature Extraction of Hyperspectral Images With Semisupervised Graph Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
9 (9) (2016)
Hui Liu
,
Xin Huang
,
Liangpei Zhang
A semantic scene model for multitemporal detection of Urban villages in mega city regions of China.
IGARSS
(2016)
Qian Shi
,
Xin Huang
,
Jiayi Li
,
Liangpei Zhang
Active learning approach for remote sensing imagery classification using spatial information.
IGARSS
(2016)
Cong Xie
,
Xin Huang
,
Wenxian Zeng
,
Xing Fang
A novel water index for urban high-resolution eight-band WorldView-2 imagery.
Int. J. Digit. Earth
9 (10) (2016)
Xiang Xu
,
Jun Li
,
Xin Huang
,
Mauro Dalla Mura
,
Antonio Plaza
Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
54 (5) (2016)
Leiguang Wang
,
Qinling Dai
,
Xin Huang
Spatial regularization of pixel-based classification maps by a two-step MRF method.
IGARSS
(2016)
Rongjun Qin
,
Xin Huang
,
Armin Gruen
,
Gerhard Schmitt
Object-Based 3-D Building Change Detection on Multitemporal Stereo Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
8 (5) (2015)
Lefei Zhang
,
Liangpei Zhang
,
Dacheng Tao
,
Xin Huang
,
Bo Du
Compression of hyperspectral remote sensing images by tensor approach.
Neurocomputing
147 (2015)
Fan Hu
,
Gui-Song Xia
,
Zifeng Wang
,
Xin Huang
,
Liangpei Zhang
,
Hong Sun
Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
8 (5) (2015)
Xin Huang
,
Cong Xie
,
Xing Fang
,
Liangpei Zhang
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.
8 (5) (2015)
Jun Li
,
Xin Huang
,
Paolo Gamba
,
José M. Bioucas-Dias
,
Liangpei Zhang
,
Jón Atli Benediktsson
,
Antonio J. Plaza
Multiple Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
53 (3) (2015)
Xin Huang
,
Mathieu Fauvel
,
Mauro Dalla Mura
,
Liangpei Zhang
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.
8 (5) (2015)
Xin Huang
,
Hui Liu
,
Liangpei Zhang
Spatiotemporal Detection and Analysis of Urban Villages in Mega City Regions of China Using High-Resolution Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens.
53 (7) (2015)
Shuo Shi
,
Shalei Song
,
Wei Gong
,
Lin Du
,
Bo Zhu
,
Xin Huang
Improving Backscatter Intensity Calibration for Multispectral LiDAR.
IEEE Geosci. Remote. Sens. Lett.
12 (7) (2015)
Lefei Zhang
,
Qian Zhang
,
Liangpei Zhang
,
Dacheng Tao
,
Xin Huang
,
Bo Du
Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding.
Pattern Recognit.
48 (10) (2015)
Xin Huang
,
Chunlei Weng
,
Qikai Lu
,
Tiantian Feng
,
Liangpei Zhang
Automatic Labelling and Selection of Training Samples for High-Resolution Remote Sensing Image Classification over Urban Areas.
Remote. Sens.
7 (12) (2015)
Qian Zhang
,
Rongjun Qin
,
Xin Huang
,
Yong Fang
,
Liang Liu
Classification of Ultra-High Resolution Orthophotos Combined with DSM Using a Dual Morphological Top Hat Profile.
Remote. Sens.
7 (12) (2015)
Wenzhi Liao
,
Xin Huang
,
Frieke Van Coillie
,
Sidharta Gautama
,
Aleksandra Pizurica
,
Wilfried Philips
,
Hui Liu
,
Tingting Zhu
,
Michal Shimoni
,
Gabriele Moser
,
Devis Tuia
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.
8 (6) (2015)
Wenzhi Liao
,
Xin Huang
,
Frieke Van Coillie
,
Guy Thoonen
,
Aleksandra Pizurica
,
Paul Scheunders
,
Wilfried Philips
Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter.
WHISPERS
(2015)
Tingting Liu
,
Yanxia Liu
,
Xin Huang
,
Zemin Wang
Fully Constrained Least Squares for Antarctic Sea Ice Concentration Estimation Utilizing Passive Microwave Data.
IEEE Geosci. Remote. Sens. Lett.
12 (11) (2015)
Xin Huang
,
Xiaobo Liu
,
Liangpei Zhang
A Multichannel Gray Level Co-Occurrence Matrix for Multi/Hyperspectral Image Texture Representation.
Remote. Sens.
6 (9) (2014)
Lefei Zhang
,
Liangpei Zhang
,
Dacheng Tao
,
Xin Huang
,
Bo Du
Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning.
IEEE Trans. Geosci. Remote. Sens.
52 (8) (2014)
Xin Huang
,
Xuehua Guan
,
Jón Atli Benediktsson
,
Liangpei Zhang
,
Jun Li
,
Antonio Plaza
,
Mauro Dalla Mura
Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
7 (12) (2014)
Lefei Zhang
,
Liangpei Zhang
,
Dacheng Tao
,
Xin Huang
Sparse Transfer Manifold Embedding for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
52 (2) (2014)
Xian Guo
,
Xin Huang
,
Liangpei Zhang
Three-Dimensional Wavelet Texture Feature Extraction and Classification for Multi/Hyperspectral Imagery.
IEEE Geosci. Remote. Sens. Lett.
11 (12) (2014)
Xian Guo
,
Xin Huang
,
Liangpei Zhang
,
Lefei Zhang
Support tensor machine with local pixel neighborhood for hyperspectral image classification.
WHISPERS
(2014)
Xin Huang
,
Qikai Lu
A novel relearning approach for remote sensing image classification post-processing.
IGARSS
(2014)
Qikai Lu
,
Xin Huang
,
Liangpei Zhang
A Novel Clustering-Based Feature Representation for the Classification of Hyperspectral Imagery.
Remote. Sens.
6 (6) (2014)
Xin Huang
,
Liangpei Zhang
,
Tingting Zhu
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.
7 (1) (2014)
Xin Huang
,
Qikai Lu
,
Liangpei Zhang
,
Antonio Plaza
New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study.
IEEE Trans. Geosci. Remote. Sens.
52 (11) (2014)
Xin Huang
,
Dawei Wen
,
Junfeng Xie
,
Liangpei Zhang
Quality Assessment of Panchromatic and Multispectral Image Fusion for the ZY-3 Satellite: From an Information Extraction Perspective.
IEEE Geosci. Remote. Sens. Lett.
11 (4) (2014)
Xin Huang
,
Qikai Lu
A novel multi-index learning approach for urban classification of high-resolution images.
IGARSS
(2014)
Lefei Zhang
,
Liangpei Zhang
,
Dacheng Tao
,
Xin Huang
,
Gui-Song Xia
Nonnegative discriminative manifold learning for hyperspectral data dimension reduction.
WHISPERS
(2013)
Liangpei Zhang
,
Lefei Zhang
,
Dacheng Tao
,
Xin Huang
Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction.
IEEE Trans. Geosci. Remote. Sens.
51 (1) (2013)
Lefei Zhang
,
Liangpei Zhang
,
Dacheng Tao
,
Xin Huang
,
Bo Du
Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction.
IScIDE
(2013)
Yuqi Tang
,
Xin Huang
,
Liangpei Zhang
Fault-Tolerant Building Change Detection From Urban High-Resolution Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett.
10 (5) (2013)
Qian Zhang
,
Xin Huang
,
Liangpei Zhang
An Energy-Driven Total Variation Model for Segmentation and Classification of High Spatial Resolution Remote-Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett.
10 (1) (2013)
Gang Liu
,
Gui-Song Xia
,
Xin Huang
,
Wen Yang
,
Liangpei Zhang
A perception-inspired building index for automatic built-up area detection in high-resolution satellite images.
IGARSS
(2013)
Xin Huang
,
Liangpei Zhang
An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens.
51 (1) (2013)
Xin Huang
,
Liangpei Zhang
Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
5 (1) (2012)
Lefei Zhang
,
Liangpei Zhang
,
Dacheng Tao
,
Xin Huang
On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
50 (3) (2012)
Lefei Zhang
,
Xin Huang
,
Bo Du
,
Liangpei Zhang
A method for object identification in multispectral image based on tensor approach.
WHISPERS
(2012)