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黄昕
2015-10-26 09:30:03  发布者:00009248  来源:  评论:0 点击:

珞珈特聘教授。2012年获全国百篇优秀博士学位论文,2015年获国家优秀青年科学基金,2017年获湖北省杰出青年基金,2017年入选中组部“万人计划”青年拔尖人。发表SCI论文120余篇,Google Scholar引用4357次,3次获得省部级一等奖。
        黄昕,1982年4月生于湖北武汉,工学博士,教授,博导,珞珈特聘教授。2012年全国百篇优秀博士学位论文获得者,2011年入选教育部新世纪优秀人才,2015年获得国家优秀青年科学基金,2017年获得湖北省杰出青年基金,2017年入选中组部“万人计划”青年拔尖人才。IEEE高级会员(Senior Member)。
        长期从事遥感影像处理与应用研究,已在RSE、EST、IEEE TGRS、ISPRS Journal等国际刊物发表SCI论文120余篇。SCI引用2500余次,Google Scholar引用4357次,9篇论文入选ESI高引论文。担任IEEE JSTARS、IEEE GRSL、PE&RS副主编,以及IEEE JSTARS、JARS、RS客座编辑(Lead Guest Editor)。
        他的论文被国际著名刊物IEEE TGRS、IEEE JSTARS作为封面报道;获得美国摄影测量与遥感协会(ASPRS)2010年最佳论文奖(Boeing奖)、美国摄影测量与遥感协会(ASPRS)2018年John I. Davidson主席奖。2012年获得IEEE Geoscience and Remote Sensing Letters (IEEE GRSL)最佳审稿人奖。2014年获得IEEE Data Fusion Contest(IEEE数据融合大赛)冠军。2011年和2016年两次获得湖北省自然科学一等奖(分别排名5、2),2018年获得测绘科技进步一等奖(排名1)。他提出的方法和理论成果已用于国家GF1/2卫星、ZY-3卫星数据处理平台、法国空间局卫星处理平台,成功应用于高分重大专项、全球测图、地理国情监测、南水北调等大型国家工程。
 
* 研究方向:遥感影像信息提取与分析;城市生态环境遥感。
* 联系方式:huang_whu@163.com, xhuang@whu.edu.cn;
* 欢迎有志于学术研究、关注生态环境的本科生、研究生、博士后等科研人员加入VHR研究团队!

 
教育经历(Education)
• 2000-2004, B.E., Remote Sensing, Wuhan University, Wuhan, China
• 2004-2009, PH.D, Remote Sensing, Wuhan University, Wuhan, China
 
职业(Positions and Employment)
• 2012.11 – Present, Full Professor, Wuhan University
• 2014.08 – 2015. 03, Research Scientist, CRISP, National University of Singapore
• 2010.11 – 2012.11, Associate Professor, Wuhan University
• 2009.07 – 2010.11, Assistant Professor, Wuhan University
 
Publication List (Peer-reviewed International Journal Papers)

在国际著名期刊上发表SCI论文117篇,其中:
• 中科院一区论文12篇(ES&T、RSE、ISPRS-J等)
• IEEE Transactions论文19篇
• 中科院二区以上论文72篇
 
---2018---
(117) Li Jiayi, Huang Xin*, Impact of land-cover layout on particulate matter 2.5 in urban areas of China, International Journal of Digital Earth, 2018, 1-13.

(116) Xiao Rui, Huang Xin*, Yu Weixuan, Lin Meng, Zhang Zhonghao. Interaction Relationship Between Built-up Land Expansion and Demographic-Social-Economic Urbanization in Shanghai-Hangzhou Bay Metropolitan Region of eastern China, Photogrammetric Engineering and Remote Sensing, 2018, accepted for publication.

(115) Li Jiayi, Huang Xin*, Ground-level ozone concentration and landscape patterns in China’s urban areas. Photogrammetric Engineering and Remote Sensing, 2018, accepted for publication.

(114) Li Yansheng, Zhang Yongjun, Huang Xin. Deep networks under scene-level supervision for multi-class geospatial detection from remote sensing images, ISPRS Journal of Photogrammetry and Remote Sensing, 2018, 146: 182-196.

(113) Hu Ting, Huang Xin*, Li Jiayi, Zhang Lefei. A novel co-training approach for urban land cover mapping with unclear Landsat time series imagery. Remote Sensing of Environment, 2018, 217:144-157. (影响因子:6.457,论文方法用于解决云污染的卫星数据处理)

(112) Huang Xin, Michael Ying Yang, and Rongjun Qin. Foreword to the Special Issue on Remote Sensing of Urban Environment (I). Photogrammetric Engineering and Remote Sensing, 2018, accepted for publication.

(111) Xiao Rui, Liu Yue, Huang Xin*, Shi Ruixing, Yu Weixuan, and Zhang Tao. Exploring the driving forces of farmland loss under rapidurbanization using binary logistic regression and spatial regression: A case study of Shanghai and Hangzhou Bay. Ecological Indicators, 2018, 95, 455-467.

(110) Li Yansheng, Zhang Yongjun, Huang Xin*, Ma Jiayi. Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(11): 6521-6536.

(109) Xie Cong, Huang Xin, Li Jiayi. Assessing China’s lake changes and associated driving forces during 1985–2015. Photogrammetric Engineering and Remote Sensing, 2018, 84(10): 657-666.

(108) Yao Rui, Wang Lunche, Huang Xin*, Niu Zigeng, Li Junli. Interannual variations in surface urban heat island intensity and associated drivers in China. Journal of Environmental Management, 2018, 222:86-94.

(107) Shi Baoshun, Lian Qiusheng, Huang Xin, An Ni. Constrained Phase Retrieval: when alternating projection meets regularization. Journal of the Optical Society of America B, 2018, 35(6):1271-1281.

(106) Han Xiaopeng, Huang Xin*, Li Jiayi, Li Yansheng, Michael Yang Ying, Gong Jianya. The edge-preservation multi-classifier relearning work for the classification of high-resolution remotely sensed imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 2018, 138: 57-73.

(105) Yao Rui, Wang Lunche, Huang Xin*, Li Jiarui, Niu Zigeng. Less sensitive of urban surface to climate variability than rural in Northern China. Science of the Total Environment, 2018, 628-629: 650-660. (环境领域TOP期刊,影响因子:4.610)

(104) Zhang Tao, Huang Xin. Monitoring of Urban Impervious Surfaces Using Time Series of High-Resolution Remote Sensing Images in Rapidly Urbanized Areas: A Case Study of Shenzhen. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(8): 2692-2708.

(103) Huang Xin, Hu Ting, Li Jiayi, Wang Qing. Mapping Urban Areas in China Using Multi-source Data with A Novel Ensemble SVM Method. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(8): 4258-4273. (已用于全国城市区域提取)

(102) Yao Rui, Wang Lunche, Huang Xin*, Niu Ying, Chen Yisen, Niu Zigeng. The influence of different data and method on estimating the surface urban heat island intensity. Ecological Indicators, 2018, 89:45-55.

(101) Shi Qian, Liu Xiaoping, Huang Xin*. An Active Relearning work for Remote Sensing Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(6):3468-3486.

(100) Huang Xin, Chen Huijun, Gong Jianya. Angular difference feature extraction for urban scene classification using ZY-3 multi-angle high-resolution satellite imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 2018, 135, 127-141. (针对我国资源三号卫星设计的多视角特征,已用于全球测图项目)
 
-----2017-----
(99) Huang Xin, Zhu Zerun, Li Yansheng, Wu Bo, Yang Michael. Tea Garden Detection From High-Resolution Imagery Using a Scene- d work. Photogrammetric Engineering and Remote Sensing, 2017, accepted for publication.

(98) Li Shaodan, Tang Hong, Huang Xin, Mao Ting, Niu Xiaonan. Automated Detection of Buildings from Heterogeneous VHR Satellite Images for Rapid Response to Natural Disasters. Remote Sensing. 2017, 9(11), 1177-1198.

(97) Han Xiaopeng, Huang Xin, Liang Hong, Ma Song, Gong Jianya. Analysis of the relationships between environmental noise and urban morphology. Environmental Pollution, 2018, 233: 755-763. (环境领域TOP期刊,影响因子:4.358,首次在大范围建立了城市景观与城市噪声的关系模型)

(96) Zeng Wenxian, Fang Xing, Lin Y, Huang Xin. On the errors-in-variables model with inequality constraints of dependent variables for geodetic transformation. Survey Review, 2017: 1-6.

(95) Huang Xin, Xia Jiahao, Xiao Rui, He Tao. Urban expansion patterns of 291 Chinese cities, 1990–2015. International Journal of Digital Earth, 2017:1-16.

(94) Li Yansheng, Zhang Yongjun, Huang Xin. Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(2): 950-965. (ESI论文)

(93) Xie Cong, Huang Xin, Wang Leiguang, Fang Xing, Liao Wenzhi. Spatiotemporal change patterns of urban lakes in China’s major cities between 1990 and 2015. International Journal of Digital Earth, 2018, 11(11): 1085-1102.

(92) Yang Qiquan, Huang Xin, Li Jiayi. Assessing the relationship between surface urban heat islands and landscape patterns across climatic zones in China. Scientific Reports, 2017, 7:9337-9347. (Nature出版集团刊物)

(91) Yao Rui, Wang Lunche, Huang Xin, et al. Temporal trends of surface urban heat islands and associated determinants in major Chinese cities. Science of the Total Environment, 2017, 609: 742-754. (环境领域TOP期刊,影响因子:4.610)

(90) Zhang Qian, Huang Xin, Zhang Guixu. Urban Area Extraction by Regional and Line Segment Features Fusion and Urban Morphology Analysis. Remote Sensing, 2017, 9(7): 663-691.

(89) Yao Rui, Wang Lunche, Gui Xuan, Zhang Haoming, Zheng Yukun, Huang Xin. Urbanization Effects on Vegetation and Surface Urban Heat Islands in China’s Yangtze River Basin. Remote Sensing, 2017, 9(6): 540-556.

(88) Li Long, Huang Xin, Li Jiayi, Wen Dawei. Quantifying the Spatiotemporal Trends of Canopy Heat Island (CLHI) and Its Driving Factors over Wuhan, China with Satellite Remote Sensing. Remote Sensing, 2017, 9(6): 536-553.

(87) Liu Chun,Huang Xin,Wen Dawei,Chen, Huijun, Gong Jianya. Assessing the quality of building height extraction from ZiYuan-3 multi-view imagery. Remote Sensing Letters, 2017, 8(9):907-916.

(86) Zhang Yinuo, Huang Xin, Yin Wei, Zhu Dun. Multi-temporal Landsat image d water quality analysis of Danjiangkou Reservoir. Photogrammetric Engineering and Remote Sensing, 2017, 83(9): 33-42.

(85) Li Yansheng, Huang Xin, Liu Hui. Unsupervised Deep Feature Learning for Urban Village Detection from High-Resolution Remote Sensing Images. Photogrammetric Engineering and Remote Sensing, 2017, 83(8): 567-579.

(84) Xie Cong, Huang Xin*, Mu Hongqiang, Yin Wei, Impacts of Land-Use Changes on the Lakes across the Yangtze Floodplain in China. Environmental Science & Technology, 2017, 51(7): 3669-3677. (影响因子:6.653)

(83) Huang Xin*, Wen Dawei, Li Jiayi, Qin Rongjun. Multi-level monitoring of subtle urban dynamics for megacities of China using high-resolution multi-view satellite imagery. Remote Sensing of Environment, 2017, 196, 56-75. (影响因子:6.457)

(82) Wang Leiguang, Huang Xin*, Zheng Chen, Zhang Yun, A Markov random field integrating spectral dissimilarity and class co-occurrence dependency for remote sensing image classification optimization. ISPRS Journal of Photogrammetry and Remote Sensing, 2017, 128: 223-239. 

(81) Liu Hui, Huang Xin*, Wen Dawei, Li Jiayi. The Use of Landscape Metrics and Transfer Learning to Explore Urban Villages in China. Remote Sensing, 2017, 9(4): 365-388. 

(80) Zhang Tao, Huang Xin*, Wen Dawei, Li Jiayi. Urban Building Density Estimation From High-Resolution Imagery Using Multiple Features and Support Vector Regression. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(7): 3265-3280.

(79) W. Liao, J. Chanussot, M. Dalla Mura, Huang Xin*, R. Bellens, S. Gautama and W. Philips, "Promoting Partial Reconstruction for The Morphological Analysis of Very High Resolution Urban Remote Sensing Images", IEEE Geoscience and Remote Sensing Magazine, 2017, 5(2): 8-28.

(78) Zeng Wenxian, Fang Xing, Lin Y, Huang Xin, Zhou Y. On the total least-squares estimation for autoregressive model. Survey Review, 2017, 50(359): 186-190.

(77) Yao Rui, Wang Lunche*, Huang Xin*, Guo Xian. Investigation of Urbanization Effects on Land Surface Phenology in Northeast China during 2001–2015. Remote Sensing, 2017, 9(1): 66-82. 

(76) Zhao Lingli, Yang Jie, Li Pingxiang, Huang Xin, Shi Lei, Zhang Liangpei. Characterization of the coherent scattering induced by ridging patterns in agriculture by the use of polarimetric SAR imagery. International Journal of Remote Sensing, 2017, 38(12): 3502-3518.

(75) Wen Dawei, Huang Xin*, Liu Hui, Liao Wenzhi, Zhang Liangpei. Semantic Classification of Urban Trees Using Very High Resolution Satellite Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017. 10(4): 1413-1424.

(74) Li Qingyu, Huang Xin, Wen Dawei, and Zhang Liangpei. Integrating Multiple Textural Features for Remote Sensing Image Change Detection, Photogrammetric Engineering and Remote Sensing, 2017, 83(2): 109-121.

(73) Wang Rui, Li Hengchao, Liao Wenzhi, Huang Xin, William J. Emery and Wilfried Philips. Centralized Collaborative Sparse Unmixing for Hyperspectral Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017. 10(5): 1949-1962.

(72) Huang Xin, Yuan Wenliang, Li Jiayi, and Zhang Liangpei. A New Building Extraction Post-Processing work for High Spatial Resolution Remote Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(2): 654-668.
 
-----2016-----
(71) Huang Xin, Paolo Gamba, Bormin Huang. Special Section Guest Editorial: Sparsity Driven High Dimensional Remote Sensing Image Processing and Analysis. Journal of Applied Remote Sensing, 2016, 10(4): 042001-042001.

(70) Huang Xin, Li Qingyu, Liu Hui, Li Jiayi.  Assessing and Improving the Accuracy of GLOBELAND30 Data for Urban Area Delineation by Combining Multisource Remote Sensing Data. IEEE Geoscience and Remote Sensing Letters, 2016, 13(12): 1860-1864.

(69) Zhang Lefei, Zhang Qian, Du Bo, Huang Xin, Tang Yuanyan, Tao Dacheng. Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images. IEEE Transactions on Cybernetics, 2018, 48(1): 16-28. (影响因子:8.803)

(68) Wang Rui, Li Hengchao, Liao Wenzhi and Huang Xin. A Novel Endmembers Initialization Method for Hyperspectral Data Unmixing. Journal of Applied Remote Sensing, 2016, 10(4): 042009.

(67) Zhang Qian, Huang Xin, and Zhang Guixu. A Morphological Building Detection work for High-Resolution Optical Imagery Over Urban Areas. IEEE Geoscience and Remote Sensing Letters, 2016, 13(9): 1388-1392.

(66) Wu Bo, Zhu Yong, Huang Xin, and Li Jiayi. Generalization of Spectral Fidelity with Flexible Measures for Sparse Representation Classification of Hyperspectral images. International Journal of Applied Earth Observation and Geoinformatics, 2016, 52: 275-283.

(65) Wu Bo, Fang Chaoyang, Yu Le, Huang Xin and Zhang Qiang. A fully automatic method to extract rare earth mining areas from Landsat Images. Photogrammetric Engineering and Remote Sensing, 2016, 82(9): 729-737.

(64) Xie Cong, Huang Xin, Zeng Wenxian and Fang Xing. A novel water index for urban high-resolution eight-band WorldView-2 imagery. International Journal of Digital Earth, 2016, 9(10): 925-941.

(63) Huang Xin, Han Xiaopeng, Zhang Liangpei, Gong Jianya, Liao Wenzhi, Jón Atli Benediktsson. Generalized Differential Morphological Profiles for Remote Sensing Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(4): 1736-1751.

(62) Guo Xian, Huang Xin, Zhang Lefei, Zhang Liangpei, Antonio Plaza, Jón Atli Benediktsson. Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(6): 3248-3264.

(61) Lu Qikai, Huang Xin, Liu Tingting and Zhang Liangpei. A structural similarity- d label-smoothing algorithm for the post-processing of land-cover classification. Remote Sensing Letters, 2016, 7(5): 437-445.

(60) Lu Qikai, Huang Xin, Li Jun and Zhang Liangpei. A Novel MRF-Based Multifeature Fusion for Classification of Remote Sensing Images. IEEE Geoscience and Remote Sensing Letters, 2016, 13(4): 515-519.

(59) Xu Xiang, Li Jun, Huang Xin, Dalla Mura Mauro and Plaza Antonio. Multiple Morphological Component Analysis d Decomposition for Remote Sensing Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(5): 3083-3102.

(58) Luo Renbo, Liao Wenzhi, Huang Xin, Pi Youguo, Philips Wilfried. Feature Extraction of Hyperspectral Images With Semisupervised Graph Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(9): 4389-4399.

(57) Wen Dawei, Huang Xin, Zhang Liangpei, and Jon Atli Benediktsson. A novel automatic change detection method for urban high-resolution remotely sensed imagery d on multiindex scene representation. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(1): 609-625.

(56) Yang Feng, Xia Gui-Song, Liu Gang, Zhang Liangpei, and Huang Xin. Dynamic texture recognition by aggregating spatial and temporal features via ensemble SVMs. Neurocomputing, 2016, 173: 1310-1321.
 
-----2015-----
(55) Zhang Qian, Qin Rongjun, Huang Xin. Classification of ultra-high resolution orthophotos combined with DSM using a dual morphological top hat profile. Remote Sensing, 2015, 7(12): 16422-16440.

(54) Huang Xin, Weng Chunlei, Lu Qikai, Feng Tiantian and Zhang Liangpei. Automatic Labelling and Selection of Training Samples for High-Resolution Remote Sensing Image Classification over Urban Areas. Remote Sensing, 2015, 7(12): 16024-16044.

(53) Huang Xin, Liu Hui, and Zhang Liangpei. Spatiotemporal detection and analysis of urban villages in mega city regions of China using high-resolution remotely sensed imagery. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(7): 3639-3657. (首次用遥感影像提取和分析“中国城中村”现象)

(52) Zhang Lefei, Zhang Qian, Zhang Liangpei, Tao, Dacheng, Huang Xin, Du Bo. Ensemble manifold regularized sparse low-rank approximation for multiview feature ding. Pattern Recognition, 2015, 48(10): 3102-3112.

(51) Qin Rongjun, Huang Xin, Gruen Armin, and Schmitt Gerhard. Object-basedd 3-D building change detection on multitemporal stereo images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(5): 2125-2137.

(50) Shi Shuo, Song Shalei, Gong Wei, Du Lin, Zhu Bo, Huang Xin. Improving backscatter intensity calibration for multispectral LiDAR. IEEE Geoscience and Remote Sensing Letters, 2015, 12(7): 1421-1425.

(49) Huang Xin, Xie Cong, Fang Xing and Zhang Liangpei. Combining pixel-and - d machine learning for identification of water-body types from urban high-resolution remote-sensing imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(5): 2097-2110.

(48) Liao Wenzhi, Huang Xin, Van Coillie Frieke, Gautama Sidharta, Pizurica Aleksandra, Philips Wilfried, Liu Hui, Zhu Tingting, Shimoni Michal, Moser Gabriele, and Tuia Devis. Processing of multiresolution thermal hyperspectral and digital color data: outcome of the 2014 IEEE GRSS data fusion contest. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(6): 2984-2996.

(47) Hu Fan, Xia GuiSong, Wang Zifeng, Huang Xin, Zhang Liangpei, and Sun Hong. Unsupervised feature learning via spectral clustering of multidimensional patches for remotely sensed scene classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(5): 2015-2030. (ESI论文,被引98次)

(46) Liu Tingting, Wang Zemin, Huang Xin, Cao Liqin, Niu Muye, and Tian Zhongxiang. An effective Antarctic ice surface temperature retrieval method for MODIS. Photogrammetric Engineering and Remote Sensing, 2015, 81(11): 861-872.

(45) Huang Xin, Fauvel Mathieu, Dalla Mura Mauro, Zhang Liangpei, Foreword to the special issue on information extraction from high-spatial-resolution optical remotely sensed imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(5):1872-1875.

(44) Liu Tingting, Liu Yanxia, Huang Xin, and Wang Zemin. Fully constrained least squares for antarctic sea ice concentration estimation utilizing passive microwave data. IEEE Geoscience and Remote Sensing Letters, 2015, 12(11): 2291-2295.

(43) Zhang Lefei, Zhang Liangpei, Tao Dacheng, Huang Xin, and Du Bo. Compression of hyperspectral remote sensing images by tensor approach. Neurocomputing, 2015, 147: 358-363.
 
-----2014-----
(42) Huang Xin, Zhu Tingting, Zhang Liangpei, and Tang Yuqi. A novel building change index for automatic building change detection from high-resolution remote sensing imagery. Remote Sensing Letters, 2014, 5(8): 713-722.

(41) Huang Xin, Liu Xiaobo, and Zhang Liangpei. A multichannel gray level co-occurrence matrix for multi/hyperspectral image texture representation. Remote Sensing, 2014, 6(9): 8424-8445.

(40) Zou Jinyi, Li Wei, Huang Xin, and Du Qian. Classification of hyperspectral urban data using adaptive simultaneous orthogonal matching pursuit. Journal of Applied Remote Sensing, 2014, 8(1): 085099.

(39) Li Jun, Huang Xin, Paolo Gamba, Jose M. Bioucas, Zhang Liangpei, Jon Atli Benediktsson, Antonio Plaza. Multiple feature learning for hyperspectral image classification. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(3): 1592-1606. (ESI论文,被引165次)

(38) Huang Xin, Guan Xuehua, Jon Atli Benediktsson, Li Jun, Antonio Plaza, and Mauro Dalla Mura. Multiple morphological profiles from multicomponent images for hyperspectral image classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7(12): 4653-4669.

(37) Lu Qikai, Huang Xin, and Zhang Liangpei. A novel clustering-based feature representation for the classification of hyperspectral imagery. Remote Sensing, 2014, 6(6): 5732-5753.

(36) Guo Xian, Huang Xin, and Zhang Liangpei. 3D wavelet texture feature extraction and classification for multi/hyperspectral imagery. IEEE Geoscience and Remote Sensing Letters, 2014, 11(12): 2183-2187.

(35) Huang Xin, Lu Qikai, Zhang Liangpei, Antonio Plaza. New post-processing methods for remote sensing image classification: a systematic study. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(11): 7140-7159.

(34) Huang Xin, Lu Qikai, Zhang Liangpei. A multi-index learning approach for classification of high-resolution remotely sensed images over urban areas. ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 90: 36-48. (被引104次)

(33) Huang Xin, Wen Dawei, Xie Junfeng, Zhang Liangpei. Quality assessment of panchromatic and multispectral image fusion for the ZY-3 satellite: from an information extraction perspective. IEEE Geoscience and Remote Sensing Letters, 2014, 11(4): 753-757.

(32) Zhang Lefei, Zhang Liangpei, Tao Dacheng, Huang Xin, Du Bo. Hyperspectral remote sensing image subpixel target detection d on supervised metric learning. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(8): 4955-4965. (ESI论文,被引67次)

(31) Huang Xin, Zhang Liangpei, and Zhu Tingting. Building change detection from multitemporal high-resolution remotely sensed images d on a morphological building index. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7(1): 105-115.

(30) Zhang Lefei, Zhang Liangpei, Tao Dacheng, and Huang Xin. Sparse transfer manifold ding for hyperspectral target detection. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(2): 1030-1043. (ESI论文,被引99次)

(29) Li Jiayi, Zhang Hongyan, Zhang Liangpei, Huang Xin, and Zhang Lefei. Collaborative representation with multi-task learning for hyperspectral image classification. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(9): 5923-5936. (ESI论文,被引73次)
 
-----2013-----
(28) Tang Yuqi, Huang Xin, Zhang Liangpei. Fault-tolerant building change detection from urban high-resolution remote sensing imagery. IEEE Geoscience and Remote Sensing Letters, 2013, 10 (5), 1060-1064.

(27) Huang Xin, and Zhang Liangpei. An SVM ensemble approach combining spectral, structural, and semantic features for the classification of high-resolution remotely sensed imagery. IEEE Transactions on Geoscience and Remote Sensing, 2013, 51(1): 257-272. (ESI论文,被引273次)

(26) Guo Xian, Huang Xin, Zhang Liangpei. Hyperspectral image noise reduction based on rank-1 tensor decomposition. ISPRS Journal of Photogrammetry and Remote Sensing, 2013, 83: 50-63.

(25) Zhang Qian, Huang Xin, and Zhang Liangpei. An energy-driven total variation model for segmentation and classification of high spatial resolution remote-sensing imagery. IEEE Geoscience and Remote Sensing Letters, 2013, 10(1): 125-129.

(24) Zhang Liangpei, Zhang Lefei, Tao Dacheng, and Huang Xin. Tensor discriminative locality alignment for hyperspectral image spectral–spatial feature extraction. IEEE Transactions on Geoscience and Remote Sensing, 2013, 51(1): 242-256. (ESI论文,被引189次)

(23) Zhang Lefei, Zhang Liangpei, Tao Dacheng, and Huang Xin. A modified stochastic neighbor ding for multi-feature dimension reduction of remote sensing images. ISPRS Journal of Photogrammetry and Remote Sensing, 2013, 83: 30-39.
 
-----2012-----
(22) Huang Xin, and Zhang Liangpei. A multilevel decision fusion approach for urban mapping using very-high-resolution multi/hyper-spectral imagery. International Journal of Remote Sensing, 2012, 33(11): 3354-3372.

(21) Huang Xin, and Zhang Liangpei. A multiscale urban complexity index d on 3D wavelet transform for spectral-spatial feature extraction and classification: an evaluation on the 8-channel WorldView-2 imagery. International Journal of Remote Sensing, 2012, 33(8): 2641-2656.

(20) Huang Xin, and Zhang Liangpei. Morphological building/shadow index for building extraction from high-resolution imagery over urban areas. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2012, 5(1): 161-172. (被引164次)

(19) Zhang Lefei, Zhang Liangpei, Tao Dacheng, and Huang Xin. On combining multiple features for hyperspectral remote sensing image classification. IEEE Transactions on Geoscience and Remote Sensing, 2012, 50(3): 879-893.
 
-----2011-----
(18) Huang Xin, Zhang Liangpei, and Gong Wei. Information fusion of aerial images and LIDAR data in urban areas: vector stacking, re-classification, and post-processing approaches. International Journal of Remote Sensing, 2011, 32(1): 69–84.

(17) Huang Xin, and Zhang Liangpei. A multidirectional and multiscale morphological index for automatic building extraction from mutispectral GeoEye-1 imagery. Photogrammetric Engineering and Remote Sensing, 2011, 77(7): 721–732. (被引86次,MBI自动房屋提取方法被国内外同行广泛使用)

(16) Tang Yuqi, Zhang Liangpei, and Huang Xin. Object-oriented change detection based on the Kolmogorov–Smirnov test using high-resolution multispectral imagery. International Journal of Remote Sensing, 2011, 32(20): 5719-5740.

(15) Zhang Qian, Zhang Liangpei, and Huang Xin. Classification of high spatial resolution imagery d on distance-weighted MRF with an improved ICM method. International Journal of Remote Sensing, 2011, 32(24): 9843-9868.

(14) Zhang Lefei, Zhang Liangpei, Tao Dacheng, and Huang Xin. A multi-feature tensor for remote sensing target recognition. IEEE Geoscience and Remote Sensing Letters, 2011, 8(2): 374–378.

(13) Song Shalei, Gong Wei, Zhu Bo, and Huang Xin. Wavelength selection and spectral discrimination for paddy rice, with laboratory measurements of hyperspectral leaf reflectance. ISPRS Journal of Photogrammetry and Remote Sensing, 2011, 66(5): 672-682.
 
-----2010-----
(12) Huang Xin, and Zhang Liangpei. Comparison of vector stacking, multi-SVMs fuzzy output, and multi-SVMs voting methods for multiscale VHR urban mapping. IEEE Geoscience and Remote Sensing Letters, 2010, 7(2): 262–266.

(11)  Zhang Liangpei, and Huang Xin. Object-oriented subspace analysis for airborne hyperspectral remote sensing imagery, Neurocomputing, 2010, 73(4-6): 927–936.

(10) Wang Zhongwu, Liu Shunxi, You Shucheng, and Huang Xin. Simulation of low-resolution panchromatic images by multivariate linear regression for pan-sharpening Ikonos imageries. IEEE Geoscience and Remote Sensing Letters, 2010, 7(3): 515–519.
 
-----2009-----
(9) Huang Xin, Zhang Liangpei, and Wang Le. Evaluation of morphological texture features for mangrove forest mapping and species discrimination using multispectral IKONOS imagery. IEEE Geoscience and Remote Sensing Letters, 2009, 6(3): 393–397. (被引80次)

(8) Huang Xin and Zhang Liangpei. A comparative study of spatial approaches for urban mapping using hyperspectral ROSIS images over Pavia city, northern of Italy. International Journal of Remote Sensing, 2009, 30(12): 3205–3221. (被引90次)

(7) Huang Xin and Zhang Liangpei. Road centreline extraction from high resolution imagery d on multiscale structural features and support vector machines. International Journal of Remote Sensing, 2009, 30(8): 1977–1987. (被引86次)
 
-----2008-----
(6) Huang Xin and Zhang Liangpei. An adaptive mean-shift analysis approach for extraction and classification from urban hyperspectral imagery. IEEE Transactions on Geoscience and Remote Sensing, 2008, 46(12): 4173–4185. (ESI论文,被引用203次)

(5)  Huang Xin, Zhang Liangpei, and Li Pingxiang. A multiscale feature fusion approach for classification of very high resolution satellite imagery d on wavelet transform. International Journal of Remote Sensing, 2008, 29(20): 5923–5941.

(4)  Huang Xin, Zhang Liangpei, and Li Pingxiang. Classification of very high spatial resolution imagery d on the fusion of edge and multispectral information. Photogrammetric Engineering and Remote Sensing, 2008, 74(12): 1585–1596. (获美国摄影测量与遥感协会最佳论文奖,被引82次)
 

-----2007-----
(3) Huang Xin, Zhang Liangpei, Li Pingxiang. An adaptive multiscale information fusion approach for feature extraction and classification of IKONOS multispectral imagery over urban areas. IEEE Geoscience and Remote Sensing Letters, 2007, 4(4): 654–658.

(2) Huang Xin, Zhang Liangpei, and Li Pingxiang. Classification and extraction of spatial features in urban areas using high resolution multispectral imagery. IEEE Geoscience and Remote Sensing Letters, 2007, 4(2): 260–264. (被引169次,入选法国空间局软件平台OTB)
 
-----2006-----
(1)  Zhang Liangpei, Huang Xin, Huang Bo, and Li Pingxiang. A pixel shape index coupled with spectral information for the classification of high spatial resolution remotely sensed imagery. IEEE Transactions on Geoscience and Remote Sensing, 2006, 44(10): 2950–2961. (封面论文,被引166次)


(社会兼职) Professional Service
• Associate Editor, IEEE Journal of Selected Topics in Earth Observations and Remote Sensing (JSTARS), since 2018
• Associate Editor, Photogrammetric Engineering and Remote Sensing (PE&RS), since 2016
• Associate Editor, IEEE Geoscience and Remote Sensing Letters (GRSL), since 2014
• Lead Guest Editor, Remote Sensing (2018)
• Lead Guest Editor, IEEE Journal of Selected Topics in Earth Observations and Remote Sensing (2016, 2018)
• Lead Guest Editor, Journal of Applied Remote Sensing (2016)
• 国际城市遥感大会(Joint Urban Remote Sensing Event) 技术委员会委员 (2017)
• Dr. Huang is frequently served as reviewer of many international journals (>50 reviews each year), including:
RSE, IEEE TIP, IEEE TGRS, IEEE JSTARS, IEEE GRSL, ISPRS Journal, PE&RS, IJRS, RS, RS Letters, PR Letters, JARS,…
• 国家自然科学基金重点、重大国际交流、面上、地区、青年项目评审专家
• 科技部“地球观测与导航”重点专项答辩 召集人
• 美国、新加坡、阿联酋、波兰等国家自然科学基金评审专家
 
(获奖)Awards
• 2018, 美国摄影测量与遥感协会John I. Davidson主席奖
• 2018, 测绘科技进步一等奖(排名1)
• 2016, 湖北省自然科学奖一等奖(排名2)
• 2014, 1st place, IEEE GRSS Data Fusion Contest. (IEEE数据融合大赛冠军)
• 2012, 全国百篇优秀博士学位论文
• 2012, Best Reviewer Award for the IEEE Geoscience and Remote Sensing Letters (IEEE GRSL)
• 2011, 湖北省自然科学奖一等奖(排名5)
• 2010, Boeing Award for the best paper in image analysis and interpretation, American Society of Photogrammetry and Remote Sensing (ASPRS).
 
主要科研项目
• 国家自然科学基金:面向多视角卫星的三维城市场景理解与动态监测研究,职责:负责人,2018-2021
• 深圳市环境监测中心站:基于遥感的深圳城区土壤动态监测与分析,职责:负责人,2018-2019
• 长江水利委员会:赤水河流域岸边带生态健康评估,职责:负责人,2018-2019
• 长江水利委员会:东洞庭湖湿地资源动态变化遥感调查与分析,职责:负责人,2016-2017
• 湖北省自然科学基金 杰出青年基金项目:面向多视角卫星的城市遥感智能信息提取,职责:负责人,2017~2019
• 国家重点研发计划:基于国产遥感卫星的典型要素提取技术,职责:任务负责人,2016-2021
• 国家自然科学基金优秀青年基金:高分辨率城市遥感:信息处理方法与应用,职责:负责人,2016-2018
• 国家自然科学基金重大研究计划:高分辨率遥感影像多特征稀疏表达与智能理解方法研究,职责:负责人,2014-2016
• 国家自然科学基金:新型高光谱遥感影像的像素-结构-对象多层特征分类模型研究,职责:负责人,2012-2014
• 百篇优秀博士论文专项基金:高分辨率遥感影像的场景语义学习模型研究,职责:负责人,2013-2017
• 教育部新世纪优秀人才计划:高分辨率遥感影像处理与应用,职责:负责人,2012-2014
• 地理国情监测:高分辨率影像处理模块与插件,职责:技术负责人,2013-2014
• 国家自然科学基金重点项目:多源高分辨率卫星影像的几何精处理、特征提取与智能化分类,职责:项目副组长,2011-2014
• 国家自然科学基金委与法国国家科研署共同资助合作研究项目:多尺度遥感影像信息提取与解译,职责:项目副组长,2011-2014
• 国家 973 计划:空天地一体化对地观测传感网的理论与方法,职责:专题组长,2011-2015
• 国家973计划课题:全波段多源数据综合信息提取技术与方法,职责:参与,2009-2013

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