黃昕(武漢大學教授)

博士，教授，博導。獲全國百優博士學位論文，教育部新世紀優秀人才，國家優秀青年科學基金，湖北省傑出青年基金，中組部“萬人計畫”青年拔尖人。在RSE、EST等SCI刊物發表論文130餘篇，被引5100餘次，4次獲得省部級一等獎。擔任IEEE GRSL、PE&RS副主編、IEEE JSTARS、JARS客座編輯

基本介紹

• 中文名：黃昕
• 國籍：中國
• 出生日期：1982年4月生
• 性別：男

個人簡介

黃昕，1982年4月生於湖北武漢，工學博士，教授，博導，珞珈特聘教授。2012年全國百篇優秀博士學位論文獲得者，2011年入選教育部新世紀優秀人才，2015年獲得國家優秀青年科學基金，2017年獲得湖北省傑出青年基金問題，2017年中組部“萬人計畫”青年拔尖人才。IEEE高級會員(Senior Member)。

長期從事遙感影像處理與套用研究，已在NSR、RSE、ES&T、IEEE-TGRS、ISPRS Journal等國際刊物發表SCI論文130餘篇。SCI引用3000餘次，Google Scholar引用5100餘次，10篇論文入選ESI高引論文，14篇論文引用超100次以上,6篇論文入選湯森路透研究前沿(research front)。擔任IEEE JSTARS、IEEE GRSL、Remote Sensing、PE&RS副主編/編委。

他的論文被國際著名刊物IEEE TGRS、IEEE JSSTARS作為封面報導；獲得美國攝影測量與遙感協會(ASPRS)2010年最佳論文獎(Boeing獎)、美國攝影測量與遙感協會(ASPRS)2018年John I. Davidson主席獎。獲Remote Sensing of Environment、ISPRS-J、IEEE GRSL等期刊的傑出審稿人獎。2014年獲得IEEE Data Fusion Contest(IEEE數據融合大賽)冠軍。2011年和2016年兩次獲得湖北省自然科學一等獎。2018年獲得測繪科技進步一等獎，2019年獲教育部技術發明一等獎。他提出的方法和理論成果已用於我國GF-1/2、ZY-3衛星數據處理平台、法國空間局衛星處理平台，成功用於全球測圖、地理國情監測、南水北調等大型國家工程。

* 研究方向：遙感影像信息提取與分析；城市生態環境遙感。

教育經歷

· 2000-2004, B.E., Remote Sensing, Wuhan University, Wuhan, China
· 2004-2009, PH.D, Remote Sensing, Wuhan University, Wuhan, China

職業

·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 Universityty

國際SCI刊物論文

---2019---
(128) Huang Xin, Han Xiaopeng, Ma Song, Lin Tianjia, Gong Jianya. Monitoring ecosystem service change in the city of Shenzhen by the use of high-resolution remotely sensed imagery and deep learning. Land Degradation & Development, DOI: 10.1002/ldr.3337. (中科院一區TOP期刊，影響因子：7.27)
(127) Li Jiayi, Huang Xin, Gong Jianya. Deep neural network for remote sensing image interpretation: status and perspectives, National science review, 2019, DOI: 10.1093/nsr/nwz058. (中科院一區TOP期刊，影響因子：9.408)
(126) Huang Xin, Wang Ying. Investigating the effects of 3D urban morphology on the surface urban heat island effect in urban functional zones by using high-resolution remote sensing data: A case study of Wuhan, Central China. ISPRS Journal of Photogrammetry and Remote Sensing, 2019, 152: 119-131. (中科院一區TOP期刊)
(125) Wen Dawei, Huang Xin, Zhang Anlu, Ke Xinli. Monitoring 3D building change and urban redevelopment patterns in the inner city of Chinese megacities using multi-view satellite imagery. Remote Sensing, 2019, 11(7), 763.
(124) Liu Chun, Huang Xin, Zhu Zhe, Chen Huijun, Tang Xinming, Gong Jianya. Automatic extraction of built-up area from ZY3 multi-view satellite imagery: Analysis of 45 global cities. Remote Sensing of Environment, 2019, 226: 51-73. (中科院一區TOP期刊，影響因子：6.457)
(123) Hu Ting, Huang Xin. A novel locally adaptive method for modeling the spatiotemporal dynamics of global electric power consumption based on DMSP-OLS nighttime stable light data. Applied Energy, 2019, 240: 778-792. (中科院一區TOP期刊，影響因子：7.9)
(122) Yao Rui, Wang Lunche, Huang Xin, Gong Wei, Xia Xiangao. Greening in rural areas increases the surface urban heat island intensity. Geophysical Research Letters, 2019, DOI:10.1029/2018GL081816. (中科院一區TOP期刊)
(121) Yao Rui, Wang Lunche, Huang Xin, Chen Xinxin, Liu Zhengjia. Increased spatial heterogeneity in vegetation greenness due to vegetation greening in mainland China. Ecological Indicators, 2019, 99:240-250.
(120) Huang Xin, Cai Yafang, Li Jiayi. Evidence of the mitigated urban particulate matter island (UPI) effect in China during 2000–2015. Science of the Total Environment, 2019, 660: 1327-1337. (中科院TOP期刊，該文發現並驗證了中國城市PM2.5污染島現象)
(119) Li Jiayi, Huang Xin, Hu Ting. A Novel Unsupervised Sample Collection Method for Urban Land-Cover Mapping Using Landsat Imagery. IEEE Transactions on Geoscience and Remote Sensing, 2019. (中科院TOP期刊，該論文提出了Landsat自動分類方法，已套用於製作全球城市分類產品)
(118) Yang Qiquan, Huang Xin, Tang Qiuhong. The footprint of urban heat island effect in 302 Chinese cities: Temporal trends and associated factors. Science of the Total Environment, 2019, 655: 652-662. (中科院TOP期刊)
---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, 2019, DOI: 10.1080/17538947.2018.1530310.
(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. (中科院TOP期刊)
(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. (中科院一區TOP期刊，影響因子：6.457，論文方法用於解決雲污染的衛星數據處理)
(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, 84(11): 679-679.
(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. (中科院TOP期刊)
(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 framework for the classification of high-resolution remotely sensed imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 2018, 138: 57-73. (中科院一區TOP期刊)
(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. (中科院TOP期刊)
(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. (中科院TOP期刊，該文已用於全國城市區域提取)
(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. (中科院TOP期刊)
(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. (中科院一區TOP期刊，該文針對我國資源三號衛星設計的多視角特徵，已用於全球測圖項目)

******2017*******

(89) 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. (IF = 6.265, Top期刊)

(88) 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. (IF = 6.198, Top期刊)

(87) 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. (IF = 6.387, Top期刊)

(86) Yao Rui, Wang Lunche, Gui Xuan, Zhang Haoming, Zheng Yukun, Huang Xin. Urbanization effects on vegetation and surface urban heat islands in Yangtze River Basin, China. Remote Sensing, 2017, 9(6): 540-556.

(85) 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.

(84) 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.

(83) 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.

(82) 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. DOI: 10.1109/JSTARS.2017.2669217.

(81) 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.

(80) 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.

(79) 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.

(78) 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.

(77) 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.

(76) 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.

(75) 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.

(74) 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. DOI:10.1080/2150704X.2017.1335904

(73) 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.

(72) Zeng Wenxian, Fang Xing, Lin Y, Huang Xin, Zhou Y. On the total least-squares estimation for autoregressive model. Survey Review, 2017: 1-5.

******2016*******

(71) 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.

(70) 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.

(69) 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.

(68) 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, 2016. DOI: 10.1109/TCYB.2016.2605044.

(67) 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.

(66) 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.

(65) 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.

(64) 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.

(63) 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.

(62) 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.

(61) 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.

(60) 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.

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

(58) 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.

(57) 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.

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

******2015*******

(55) 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.

(54) 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.

(53) 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.

(52) 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.

(51) 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.

(50) Qin Rongjun, Huang Xin, Gruen Armin, and Schmitt Gerhard. - d 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.

(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.

(46) 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.

(45) 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.

(44) 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.

(43) 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.

(42) 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.

******2014*******

(41) 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.

(40) 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.

(39) 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.

(38) 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.

(37) 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. (IF = 6.387, Top期刊)

(36) 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.

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

(34) 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.

(33) 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.

(32) 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.

(31) 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.

(30) 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.

(29) 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): 085-099.

******2013*******

(28) 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.

(27) 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.

(26) Guo Xian, Huang Xin, Zhang Liangpei. Hyperspectral image noise reduction d on rank-1 tensor decomposition. ISPRS Journal of Photogrammetry and Remote Sensing, 2013, 83: 50-63. (IF = 6.387, Top期刊)

(25) 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. (IF = 6.387, Top期刊)

(24) 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.

(23) 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.

******2012*******

(22) 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.

(21) 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.

(20) 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.

(19) 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.

******2011*******

(18) 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. (IF = 6.387, Top期刊)

(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.

(16) 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.

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

(14) 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.

(13) 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.

******2010*******

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

(11) 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.

(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 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.

(8) 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.

(7) 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.

******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.

(5) 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.

(4) 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.

******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.

******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.

國內權威刊物論文

黃昕*，張良培，李平湘. 基於多尺度特徵融合和支持向量機的高解析度遙感影像分類，遙感學報,2007,11(1): 48–54.

黃昕*，張良培，李平湘. 融合形狀和光譜的高解析度遙感影像分類，遙感學報, 2007,11(2): 193–200.

黃昕*，李平湘，張良培. 基於多層形狀特徵提取與融合的城市高光譜影像解譯，測繪科學，2009,34(6): 62–64.

黃昕*，張良培，邵振峰，李平湘. 基於獨立分量分析的紋理特徵維數減少，武漢大學學報信息科學版，2006, 31(12): 1055–1058.

黃昕*，張良培. 基於光譜變換與融合的IKONOS多光譜影像分類，武漢大學學報信息科學版，2007, 32(6): 502–505.

黃昕*，張良培，李平湘. 高解析度遙感圖像分類的SSMC方法，中國圖象圖形學報，2006,11(4):529–534.

黃昕*，張良培，李平湘. 基於小波的高解析度遙感影像紋理分類方法研究，武漢大學學報信息科學版，2006,31(1)：66–69.

張倩，黃昕*，張良培. 多尺度同質區域提取的高解析度遙感影像分類研究，武漢大學學報信息科學版，2011, 36(1): 117–121.

黃昕*，張良培，李翠琳. 基於小波變換的影像紋理特徵提取試驗，測繪信息與工程, 2005, 30(6): 7–9.

社會兼職

· 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)
· 國際城市遙感大會(Joint Urban Remote Sensing Event) 技術委員會委員 (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,…
· 國家自然科學基金重點、重大國際交流、面上、地區、青年項目評審專家
· 科技部“地球觀測與導航”重點專項答辯 召集人
· 攝影測量與遙感學會 副主任委員
· 美國、新加坡、阿聯、波蘭等國家自然科學基金評審專家

獲獎

· 2019, 教育部技術發明一等獎(排名6)
· 2018, 美國攝影測量與遙感協會John I. Davidson主席獎
· 2018, 國家測繪科技進步一等獎(排名1)
· 2016, 湖北省自然科學獎一等獎(排名2)
· 2016, Remote Sensing of Environment傑出審稿人獎
· 2014, 1st place, IEEE GRSS Data Fusion Contest. (IEEE數據融合大賽全球總冠軍)
· 2012, 全國百篇優秀博士學位論文
· 2012, Best Reviewer Award for the IEEE Geoscience and Remote Sensing Letters (IEEE GRSL)
· 2011, 湖北省自然科學獎一等獎(排名5)
· 2010, Boeing Award for the best paper in image analysis and interpretation, American Society of Photogrammetry and Remote Sensing (ASPRS).

國家級項目

· 國家自然科學基金(科學部綜合管理項目)：遙感科學與技術發展態勢與應對策略，職責：核心成員，2019-2019

· 深圳市環境監測中心站：基於遙感的深圳城區土壤動態監測與分析，職責：負責人，2018-2019

· 長江水利委員會：赤水河流域岸邊帶生態健康評估，職責：負責人，2018-2019

· 長江水利委員會：東洞庭湖濕地資源動態變化遙感調查與分析，職責：負責人，2016-2017
· 湖北省自然科學基金 傑出青年基金項目：面向多視角衛星的城市遙感智慧型信息提取，職責：負責人，2017～2019
· 國家重點研發計畫：基於國產遙感衛星的典型要素提取技術，職責：任務負責人，2016-2021

· 國家自然科學基金優秀青年基金：高解析度城市遙感：信息處理方法與套用，職責：負責人，2016-2018
· 國家自然科學基金重大研究計畫：高解析度遙感影像多特徵稀疏表達與智慧型理解方法研究，職責：負責人，2014-2016
·國家自然科學基金：新型高光譜遙感影像的像素-結構-對象多層特徵分類模型研究，職責：負責人，2012-2014
· 百篇優秀博士論文專項基金：高解析度遙感影像的場景語義學習模型研究，職責：負責人，2013-2017
·教育部新世紀優秀人才計畫：高解析度遙感影像處理與套用，職責：負責人，2012-2014
· 地理國情監測：高解析度影像處理模組與外掛程式，職責：技術負責人，2013-2014
·國家自然科學基金重點項目：多源高解析度衛星影像的幾何精處理、特徵提取與智慧型化分類，職責：項目副組長，2011-2014
·國家自然科學基金委與法國國家科研署共同資助合作研究項目：多尺度遙感影像信息提取與解譯，職責：項目副組長，2011-2014
·國家 973 計畫：空天地一體化對地觀測感測網的理論與方法，職責：專題組長，2011-2015
·國家973計畫課題：全波段多源數據綜合信息提取技術與方法，職責：參與，2009-2013