顾玲嘉，吉林大学“唐敖庆学者”领军教授，博士生导师；电子信息工程系，系主任。
2008年6月获得吉林大学“电路与系统”专业工学博士学位；2008年7月至今，在吉林大学电子科学与工程学院担任教师职务；2010年-2012年于中国科学院东北地理与农业生态研究所进行博士后研究，博士后出站获得2012年“吉林省优秀博士后”称号；2007年-2008年、2013年-2014年为美国威斯康星大学麦迪逊分校空间科学与工程研究所（SSEC）访问学者。担任“冰雪旅游场地装备与智能服务技术”文旅部重点实验室研究员、国际遥感顶级期刊IEEE TGRS副主编，IEEE GRSS长春分会副主席、中国图象图形学学会“空间信息感知与决策专委会”委员、英国高等教育学会研究员(FHEA)、国际电气电子工程师学会（IEEE）高级会员。主要从事多源遥感影像协同处理，遥感图像智能解译，积雪遥感识别与反演等领域的研究与应用。作为项目负责人主持国家自然科学基金、省市级科研项目10余项，公开发表学术论文90余篇， 授权国家发明专利16项。
讲授课程
1. 本科生课程：数字图像处理
2. 研究生课程：遥感原理与应用
报考要求
可招收电路与系统、电磁场与微波技术、新一代电子信息技术专业硕士研究生；电路与系统学术学位、新一代电子信息技术专业学位博士研究生。本科专业为电子科学与技术、计算机科学与技术、智能科学与技术、遥感科学与技术等专业均可报考。要求动手能力强，健康积极向上，具有良好的团队合作能力，较好的计算机编程和科技英文写作能力。
毕业生去向
工作性质：高等院校、科研院所、电子类相关领域的企业。
就业情况：
1. 吉林大学、上海复旦大学、哈尔滨工业大学攻读博士学位；
2. 长光卫星技术有限公司、深圳华为公司、中科院长春光机所等单位。
研究方向：
遥感图像智能解译、人工智能技术应用、遥感影像分类与变化检测、多源遥感影像协同处理、图像超分辨率重建等。
承担国家、省级科研项目：
1. 国家自然科学基金（面上）“基于三维空间混合像元分解模型的东北森林区积雪参数的高精度反演方法研究”（项目编号：41871225）。
2. 国家自然科学基金（面上）“基于不同下垫面被动微波混合像元分解模型的中国东北地区积雪深度和雪水当量反演研究”（项目编号：41471344）。
3. 长春市科学技术局项目（重大科技专项）：“吉林省滑雪度假区雪资源遥感评价模型构建及卫星数据服务产品研发”（项目编号：2024WX07）。
4. 吉林省发改委项目“基于深度学习的多源多尺度遥感大数据智能信息挖掘技术”（项目编号：2021C044-7）。
5. 吉林省科技发展计划项目（重点研发）“遥感大数据的多维信息产品智能产线关键技术研发” (项目编号：20220201017GX)。
6. 吉林省科技发展计划项目(社会发展领域) ”基于星-空-地一体化滑雪场智能管理系统” （项目编号：252794SF01031344367）。
国家发明专利：
(1) 顾玲嘉, 杨舒婷, 任瑞治. 基于时空深度学习融合技术的农作物全自动化分类方法.中国，发明专利，ZL 202110279564.3.
(2) 顾玲嘉, 王钰涵, 任瑞治. 基于多特征LSTM网络的多时相高分辨率遥感影像的建筑物提取方法. 中国，发明专利，ZL202010395467.6.
(3) 顾玲嘉, 周晓虎, 任瑞治. 基于多源卫星遥感数据的森林高度反演方法. 中国，发明专利，ZL202010045470.5.
(4) 顾玲嘉，贺法川，任瑞治. 基于卫星雷达遥感数据的玉米生物量反演测算方法. 中国，发明专利，ZL201910589981.0.
(5) 顾玲嘉, 吴桐, 任瑞治. 基于星载多光谱遥感数据的积雪覆盖度测算方法.中国，发明专利，ZL 201910422148.7.
(6) 顾玲嘉, 周婷婷, 任瑞治. 一种基于中心线和路宽检测算法的高分辨率遥感影像道路提取方法. 中国，发明专利，ZL 201810309998.1.
(7) 顾玲嘉, 任瑞治. 多频双极化林地积雪被动微波混合像元分解方法. 中国，发明专利，ZL 201510933687.9.
基于小波预处理和稀疏表示的卫星遥感图像超分辨率重构方法
顾玲嘉; 任瑞治; 庞悦; 张爽
其他国家, CN201410449528.
一种优化选择质子磁力仪配谐电容的方法
陈曙东; 张爽; 顾玲嘉
2014-08-20, 其他国家, CN201410250716.7.
基于比例信息的林地被动微波混合像元分解方法
顾玲嘉; 任瑞治
2014-01-22, 中国, CN201310528638.8.
基于被动微波混合像元分解技术的盐碱地特性探测方法
顾玲嘉; 任瑞治; 张爽
2014-02-13, 其他国家, CN201410050321.
基于小波预处理和稀疏表示的卫星遥感图像超分辨率重构方法
顾玲嘉; 任瑞治; 庞悦; 张爽
2014-12-31, 中国, CN201410449528.7.
基于被动微波混合像元分解技术的盐碱地特性探测方法
顾玲嘉; 任瑞治; 张爽
2014-05-21, 中国, CN201410050321.2.
基于比例信息的林地被动微波混合像元分解方法
顾玲嘉; 任瑞治
其他国家, 201310528638.8.
基于五种地物分类信息的积雪被动微波混合像元分解方法
顾玲嘉; 任瑞治; 张爽; 王昊丰; 孙健
其他国家, CN201210096736.4.
代表性论文
1. Z.Yan, X. Shi, L.Gu* et al. Hierarchy features attention network for tiny ship detection from SDGSAT-1 thermal infrared images.Remote Sensing of Environment, 2025,328, 114842. (通讯作者）
2. L. Li, L. Gu*, J. Shang, X. Hu and R. Ren. FY-3E WindRAD Data Enhancement Method Based on Improved Adaptive Bilateral Total Variation Regularization Algorithm and Multipass Reconstruction Strategy. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63, 5105917. (通讯作者）
3.D. Kong, L. Gu*, X. Li, F. Gao. Multiscale Residual Dense Network for the Super-Resolution of Remote Sensing Images, IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, 5612612. (通讯作者）
4. X. Shi, L. Gu*, X. Li, T. Jiang, T.Gao. Automated spectral transfer learning strategy for semi-supervised regression on Chlorophyll-a retrievals with Sentinel-2 imagery. International Journal of Digital Earth, 2024, 17(1). (通讯作者）
5. M. Jiang, L. Gu*, X. Li, F. Gao, T. Jiang, Ship Contour Extraction From SAR Images Based on Faster R-CNN and Chan-Vese Model, IEEE Transactions on Geoscience and Remote Sensing, 2023,61, 5203414. (通讯作者）
6. Y. Wang, L. Gu*, X. Li, F. Gao, T. Jiang. Coexisting Cloud and Snow Detection Based on a Hybrid Features Network Applied to Remote Sensing Images, IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, 5405515. (通讯作者）
7. Y. Wang, L. Gu*, X. Li, F. Gao, T. Jiang, R. Ren. An Improved Spatiotemporal Fusion Algorithm for Monitoring Daily Snow Cover Changes with High Spatial Resolution. IEEE Transactions on Geoscience and Remote Sensing, 2022,60,5413617. (通讯作者）
8. S. Yang, L. Gu*, X. Li, F. Gao and T. Jiang, Fully Automated Classification Method for Crops Based on Spatiotemporal Deep-Learning Fusion Technology, in IEEE Transactions on Geoscience and Remote Sensing, 2022,60: 5405016. (通讯作者）
Shi, Xuming; Gu, Lingjia*; Jiang, Tao; Zheng, Xingming; Dong, Wen; Tao, Zui.Retrieval of Chlorophyll-a Concentrations Using Sentinel-2 MSI Imagery in Lake Chagan Based on Assessments with Machine Learning Models.Remote Sensing, 2022, 14(19): 4924.
Wang, Yuhan; Gu, Lingjia*; Li, Xiaofeng; Ren, Ruizhi.Building Extraction in Multitemporal High-Resolution Remote Sensing Imagery Using a Multifeature LSTM Network.IEEE Geoscience and Remote Sensing Letters, 2021, 18(9): 1645-1649.
Chen, Xiuxue; Li, Xiaofeng*; Gu, Lingjia; Zheng, Xingming; Wang, Guangrui; Li, Lei.Increasing Snow-Soil Interface Temperature in Farmland of Northeast China from 1979 to 2018.Agriculture-Basel, 2021, 11(9): 878.
Wu, Bin; Li, Xiaofeng*; Zhao, Kai; Jiang, Tao; Zheng, Xingming; Li, Xiaojie; Gu, Lingjia; Wang, Xiaolong.A Nondestructive Conductivity Estimating Method for Saline-Alkali Land Based on Ground Penetrating Radar.IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(4): 2605-2614.
Yang, Shuting; Gu, Lingjia*; Li, Xiaofeng; Jiang, Tao; Ren, Ruizhi.Crop Classification Method Based on Optimal Feature Selection and Hybrid CNN-RF Networks for Multi-Temporal Remote Sensing Imagery.Remote Sensing, 2020, 12(19): 3119.
Gu, Lingjia*; Fan, Xintong; Li, Xiaofeng; Wei, Yanlin.Snow Depth Retrieval in Farmland Based on a Statistical Lookup Table from Passive Microwave Data in Northeast China.Remote Sensing, 2019, 11(24): 3037.
Gu Lingjia; Ren Ruizhi; Li Xiaofeng; Zhao Kai; Gu LJ*.Snow Depth Retrieval Based on a Multifrequency Passive Microwave Unmixing Method for Saline-Alkaline Land in the Western Jilin Province of China.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(7): 2210-2222.
Ren Ruizhi; Gu Lingjia*; Fu Haoyang; Sun Chenglin.Super-resolution algorithm based on sparse representation and wavelet preprocessing for remote sensing imagery.Journal of Applied Remote Sensing, 2017, 11(2): 026014.
Li Xiaofeng; Zheng Xingming; Wu Lili; Zhao Kai; Jiang Tao; Li Xiaofeng; Zheng Xingming; Zhao Kai; Jiang Tao; Wu Lili; Gu Lingjia; Zheng XM*; Zheng XM*.Effects of snow cover on ground thermal regime: A case study in Heilongjiang Province of China.Chinese Geographical Science, 2016, 26(4): 527-538.
Gu, Lingjia; Zhao, Kai; Huang, Bormin.Microwave Unmixing with Video Segmentation for Inferring Broadleaf and Needleleaf Brightness Temperatures and Abundances from Mixed Forest Observations.IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(1): 279-286.
Zhou Tingting; Gu Lingjia; Ren Ruizhi; Cao Qiong; Gu LJ*.The Research of Road and Vehicle Information Extraction Algorithm Based on High Resolution Remote Sensing Image.Conference on Remote Sensing System Engineering VI as a part of the SPIE Optics+Photonics Symposium on Remote Sensing Track of Optical Engineering+Applications, 2016-08-31 to 2016-09-01.
Gu Lingjia; Ren Ruizhi; Li Xiaofeng; Gu LJ*.Snow Depth Retrieval Based on a Multifrequency Dual-Polarized Passive Microwave Unmixing Method From Mixed Forest Observations.IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(12): 7279-7291.
Cao Qiong; Gu Lingjia; Ren Ruizhi; Wang Lang; Gu LJ*.Research of Building Information Extraction and Evaluation based on High-resolution Remote-Sensing Imagery.SPIE's 21st Imaging Spectrometry Conference, 2016-08-29 to 2016-08-30.
Sun Mingbo; Gu Lingjia; Ren Ruizhi; Cao Qiong; Ren RZ*.Snow Cover Identification of Saline-alkali Land in the Western Jilin Province of China based on MWRI Data.Conference on Remote Sensing and Modeling of Ecosystems for Sustainability XIII, 2016-08-31 to 2016-08-31.
Melin Huang; Bormin Huang; Lingjia Gu; H.-L. Allen Huang; Mitchell D. Goldberg.Parallel GPU architecture framework for the WRF Single Moment 6-class microphysics scheme.Computers & Geosciences, 2015, 83: 17-26.
Haoyang Fu; Lingjia Gu; Ruizhi Ren.Salinity and soil moisture retrieval algorithms in western Jilin Province of China using passive microwave remote sensing data.Proc. SPIE 9610, Remote Sensing and Modeling of Ecosystems for Sustainability XII, 2015-08-20 to 2015-08-27.
Liu Tala; Gu Lingjia; Zhang Shuang; Fu Haoyang; Zhang S*.Noise characteristics research of Overhauser magnetometer sensor.Conference on Earth Observing Systems XX, 2015-08-10 to 2015-08-13.
haoyang fu; lingjia gu*; ruizhi ren; jian sun.Land salinization classification method using Landsat TM images in Western Jilin Province of China.Proceedings of SPIE, United States, 2014-08-15 to 2014-08-31.
yue pang; lingjia gu*; ruizhi ren; jian sun.MODIS images super-resolution algorithm via sparse representation.Proceedings of SPIE, United States, 2014-08-15 to 2014-08-31.
lingjia gu*; ruizhi ren; kai zhao; xiaofeng li.Snow depth and snow cover retrieval from FengYun3B microwave radiation imagery based on a snow passive microwave unmixing method in Northeast China.Journal of Applied Remote Sensing, 2014, 8.
Sun, Jian*; Zhao, Kai; Jiang, Tao; Gu, Lingjia.A new airborne ka-band double-antenna microwave radiometer for cloud liquid water content measurement.Earth Observing Systems XVIII, United States, 2013-08-26 to 2013-08-29.
Pang, Yue; Gu, Lingjia*; Ren, Ruizhi; Sun, Jian.An effective method of image registration for super-resolution.Applications of Digital Image Processing XXXVI, United States, 2013-08-26 to 2013-08-29.
Gu, Lingjia*; Ren, Ruizhi; Cao, Junsheng; Sun, Jian.Saline-alkali land classification using MODIS data in Western Jilin Province, China.Satellite Data Compression, Communications, and Processing IX, United States, 2013-08-26 to 2013-08-27.
Zheng, Xingming*; Zhao, Kai; Gu, Lingjia.An Analysis on Electrical Conduction Spatial Characteristics in Saline-alkali Soil.1st International Conference on Intelligent System and Applied Material (GSAM 2012), China, 2012-01-13 to 2012-01-15.
Ren, Ruizhi; Gu, Lingjia*; Chen Haipeng; Cao, Junsheng.Retrieval of snow depth in northeast China using FY-3B/MWRI passive microwave remote sensing data.Proc. SPIE 8514, Satellite Data Compression, Communications, and Processing VIII, United States, 2012-08-15 to 2012-08-22.
Ren, Ruizhi; Gu, Lingjia*; Cao, Junsheng; Chen Haipeng; Sun, Jian.Evaluation of spatial upscaling methods based on remote sensing data with multiple spatial resolutions.Proc. SPIE 8514, Satellite Data Compression, Communications, and Processing VIII, United States, 2012-08-15 to 2012-08-22.
Ren, Ruizhi; Gu, Lingjia*; 王昊丰.Clouds and Clouds Shadows Detection and Matching in MODIS Multispectral Satellite Images.Proceedings of the 2012 International Conference on Industrial Control and Electronics Engineering, China, 2012-08-23 to 2012-08-25.
Gu Lingjia; Zhao Kai*; Zhang Shuwen; Zhang Shuang.Comparative analysis of microwave brightness temperature data in Northeast China using AMSR-E and MWRI products.Chinese Geographical Science, 2011, 21(1): 84-93.
Gu Lingjia; Zhao Kai*; Zhang Shuang; Zheng Xingming.An AMSR-E data unmixing method for monitoring flood and waterlogging disaster.Chinese Geographical Science, 2011, 21(6): 666-675.
Wang, Lang; Guo, Shuxu; Gu, Lingjia; Ren, Ruizhi.Hyperspectral Image Lossless Compression Algorithm Based on Error Compensated Prediction Tree of Multi-band Prediction.Conference on Satellite Data Compression, Communications, and Archiving IV, 2008-08-10 to 2008-08-11.
Gu Lingjia; Guo Shuxu; Ren Ruizhi; Yang Yue.Target detection method based on wavelet transform and improved watershed algorithm.7th International Symposium on Test Measurement, 2007-08-05 to 2007-08-08.
Gu, Lingjia; Guo, Shuxu; Ren, Ruizhi; Zhang, Shuang.Target image mosaic algorithm based on interest points matching.International Conference on Communications, Circuits and Systems Proceedings, 2007-07-11 to 2007-07-13.
Gu, Lingjia; Guo, Shuxu; Zhang, Dan; Wang, Yali.Research of the camera calibration based on digital image processing - art. no. 66961W.Conference on Applications of Digital Image Processing XXX, 2007-08-28 to 2007-08-30.
Lingjia Gu; Shuxu Guo; Wenbo Jing; Chao Zhai; Xinji Lu.The compression algorithm of target image based on ROI - art. no. 66830M.Conference on Satellite Data Compression, Communications, and Archiving III, 2007-08-29 to 2007-08-30.
Gu Lingjia; Guo Shuxu; Ren Ruizhi; Duan Jin; Jing Wenbo; Zhang Shuang.A novel method of dynamic target detection - art. no. 63570E.6th International Symposium on Instrumentation and Control Technology, 2006-10-13 to 2006-10-15.
李王波; 范昕桐; 顾玲嘉.基于星载被动微波的中国东北森林雪深反演.吉林大学学报(信息科学版), 2022, 1-8.
刘鹤; 顾玲嘉*; 任瑞治.基于无人机遥感技术的森林参数获取研究进展.遥感技术与应用, 2021, 36(03): 489-501.
任瑞治; 顾玲嘉.基于Matlab的数字电视原理实验教学研究.吉林大学学报(信息科学版), 2018, (04): 403-408.
任瑞治; 顾玲嘉; 吴戈.数字图像处理实验课程探索与研究.教育教学论坛, 2018, (18): 174-175.
顾玲嘉*; 赵凯; 任瑞治; 孙健.两种被动微波遥感混合像元分解方法比较.吉林大学学报(地球科学版), 2013, (6).
顾玲嘉*; 赵凯; 孙健; 郑兴明.被动微波遥感数据超分辨率增强与混合像元分解研究综述.遥感技术与应用, 2012, (01): 1-7.
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