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高光谱遥感 计算智能及其在遥感影像处理中的应用 高分辨率影像处理 影像处理工程 遥感应用 模式分析与机器学习

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Zhao, J., Zhong, Y., Wei, L., Zhang, L., 2020, A robust spectral-spatial approach to identifying heterogeneous crops using remote sensing imagery with high spectral and spatial resolutions, Remote Sensing of Environment, Tong, X., Xia, G., Lu, Q., Shen, H., Li, S., You, S., Zhang, L., 2020, Land-cover classification with high-resolution remote sensing images using transferable deep models, Remote Sensing of Environment, Vol.237, 111322. Xue, N., Bai, S., Wang, F., Xia, G., Zhang, L., 2019, Learning Regional Attraction for Line Segment Detection, IEEE Trans. on Pattern Analysis and Machine Intelligence,DOI: 10.1109/TPAMI.2019.2958642. Shi, L., Li, P., Yang, L., Zhang, L., Ding, L., Zhao, L., 2020, Polarimetric SAR Calibration and Residual Error Estimation When Corner Reflectors are Unavailable, IEEE Trans. on Geoscience and Remote Sensing, Wan, Y., Zhong, Y., Ma, A., Zhang, L., 2019, Multi-Objective Hyperspectral Feature Selection Based on Discrete Sine Cosine Algorithm, IEEE Trans. on Geoscience and Remote Sensing, Chen, H., Wu, C., Du, B., Zhang, L., 2019, Change Detection in Multi-source VHR Images via Deep Siamese Convolutional Multiple-layers Recurrent Neural Network, IEEE Trans. on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2019.2956756. Chang, S., Du, B., Zhang, L., 2019, A Subspace Selection Based Discriminative Forest Method for Hyperspectral Anomaly Detection, IEEE Trans. on Geoscience and Remote Sensing, Zhong, Y., Li, W., Wang, X., Jin, S., Zhang, L., 2020, Satellite-ground integrated destriping network: A new perspective for EO-1 Hyperion and Chinese hyperspectral satellite datasets, Remote Sensing of Environment, Vol. 237, 111416. Li, X., Feng, R., Guan, X., Shen, H., Zhang, L., 2019, Remote Sensing Image Mosaicking: Achievements and Challenges, IEEE Trans. on Geoscience and Remote Sensing, Vol.4, No.4, PP.8-12. Tong, X., Xia, G., Zhong, Y., Zhang, L., 2019, Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation, IEEE Trans.on Big Data, DOI: 10.1109/TBDATA.2019.2948924. Yuan, Q., Xu, H., Shen, H., Zhang, L., 2020, Estimating surface soil moisture from satellite observations using a generalized regression neural network trained on sparse ground-based measurements, Journal of Hydrology, Vol. 580, 124351. Luo, F., Zhang, L., Du, B., Zhang, L., 2019, Dimensionality Reduction with Enhanced Hybrid-graph Discriminant Learning for Hyperspectral Image Classification, IEEE Trans. on Geoscience and Remote Sensing, Wan, Y., Zhong, Y., Ma, A., Zhang, L., 2019, Multi-Objective Sparse Subspace Clustering for Hyperspectral Imagery, IEEE Trans. on Geoscience and Remote Sensing, Zhang, H., Liu, L., He, D., Zhang, H., 2019, Hyperspectral Image Denoising with Total Variation Regularized Non-local Low-Rank Tensor Decomposition, IEEE Trans. on Geoscience and Remote Sensing, He, D., Zhong, Y., Zhang, L., 2019, Spectral-spatial-temporal MAP based sub-pixel mapping for land cover change detection, IEEE Trans. on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2019.2947708. Xu, Y., Du, B., Zhang, L., 2019, Beyond the Patchwise Classification: Spectral-Spatial Fully Convolutional Networks for Hyperpsectral Image Classificaiton, IEEE Trans. on Big Data, Du, B., Ru, L., Wu, C., Zhang, L., 2019, Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images, IEEE Trans. on Geoscience and Remote Sensing, Vol. 57, No.12, PP. 9976-9992. Xu, Y., Du, B., Zhang, L., 2019, Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol.12, No.6, PP.1709-1724. Xiang, T., Xia, G., Zhang, L., 2019, Mini-Unmanned Aerial Vehicle-Based Remote Sensing, IEEE Geoscience and Remote Sensing Magazine, Vol.7, No.3, PP.29-63. Li, Z., Shen, H., Cheng, Q., Li, W., Zhang, L.; Thick Cloud Removal in High-Resolution Satellite Images Using Stepwise Radiometric Adjustment and Residual Correction, Remote Sensing,Vol.11, No.16, 1925, DOI: 10.3390/rs11161925.

学术兼职

遥感学会常务理事 中国图象图形学学会常务理事 国际数字地球学会中国国家委员会委员 中国图像图形学学会遥感图像处理专业委员会副主任委员 国际数字地球学会成像光谱对地观测专业委员会副主任委员 国际地圈生物圈计划中国全国委员会 RS/GIS 工作组成员 The membership of the GRSS Publication Awards Committee (2015-) Remote Sensing, Academic Editor (2018-) Journal of Applied Remote Sensing, Guest Editor, 2014 Journal of sensors, Guest Editor, 2014 IEEE Transactions on Geoscience and Remote Sensing, Associate Editor 副主编(2013-) IEEE Whispers Conference 2012, General Chair 大会主席 IEEE Journal of Selected Topics in Earth Observations and Remote Sensing, Associate Editor, 2012 Geo-Spatial Information Science, Editorial Board 学报编委( -2011 ) Journal of Remote Sensing, Associate Editor 遥感学报 副主编(2009-) International Journal of Digital Multimedia Broadcasting, Associate Editor 副主编 International Journal of Ambient Computing and Intelligence (IJACI), Associate Editor 副主编 International Journal of Image and Graphics, Associate Editor 副主编 IEEE SMC Technical Committee on Cognitive Computing 空天地海一体化大数据应用国家技术工程实验室技术委员会委员(2018-) 《空间信息应用与防灾减灾技术交通运输行业研发中心》技术委员会委员(2018-) 《光学航空测量技术》中科院重点实验室学术委员会委员(-2021) 《空间数据挖掘和共享》教育部重点实验室学术委员会委员(2017-) 《地理信息科学》教育部重点实验室学术委员会委员(2016-) 《西部矿产资源与地质工程》教育部重点实验室学术委员会委员(2016-) 《区域开发与环境响应》湖北省重点实验室学术委员会主任委员(2015-) 《上海市多维度信息处理重点实验室学术委员会委员(2015-) 《光谱成像技术》中国科学院重点实验室学术委员会委员 ( 2014- ) 《地理空间信息技术》国家地方联合工程实验室学术委员会委员 ( 2014- ) 《光电子器件与系统》教育部重点实验室学术委员会委员 ( 2011-2016 ) 《测绘科学技术学报》编委 ( -2016 ) 《测绘学报》编委 国防科技出版基金委(2018-) 科学出版社《地球观测与导航技术丛书》编委 Science Press, "Earth Observation and Navigation Technology Series", Editorial Board

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