武汉大学遥感信息工程学院博士生导师简介：黄昕

　　(77) 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. (IF = 3.360, Top期刊)

　　(76) 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. (IF = 3.360, Top期刊)

　　(75) 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. (IF = 3.360, Top期刊)

　　(74) 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. (IF = 3.360, Top期刊)

　　(73) 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. (IF = 4.943, Top期刊)

　　(72) 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.

　　(71) 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 = 4.188)

　　(70) 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 = 4.188)

　　(69) 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 = 4.188)

　　(68) 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 = 4.188)

　　(67) 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 = 4.188)

　　(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) 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.

　　(64) 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.

　　(63) 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.

　　(62) 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.

　　(61) 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.

　　(60) 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.

　　(59) 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.

　　(58) 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.

　　(57) 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.

　　(56) 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.

　　(55) 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.

　　(54) 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.

　　(53) 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.

　　(52) 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.

　　(51) 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.

　　(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.