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李家艺
2017-06-05 10:18:10  发布者:00031513  来源:  评论:0 点击:

李家艺,博士,特聘副研究员。主要从事机器学习与模式识别,城市遥感影像处理与应用研究研究。在RSE、TGRS等SCI刊物发表论文20余篇,被引600余次。主持国家自然科学基金等多项科学研究课题;担任SCI期刊Remote Sensing客座编辑
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  •       李家艺,特聘副研究员, IEEE会员(Member), 1989年10月生于湖南张家界。主要从事机器学习与模式识别,城市遥感影像处理与应用研究研究主持国家自然科学基金等多项科学研究课题;担任SCI期刊Remote Sensing客座编辑。近年来,发表学术论文30+篇,其中23篇被SCI检索,ESI高被引论文2篇,RSE、IEEE TGRS,ISPRS-J三大期刊论文8篇, SCI引用400余次,Google Scholar 600余次,2篇论文入选ESI高引论文,担任IEEE TGRS等10余个国际SCI期刊以及会议的审稿员。作为项目负责人主持科研课题5项。
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联系方式:zjjerica@whu.edu.cnzjjerica@163.com

  
SCI 论文
 
2018
(23) Jiayi Li, and Xin Huang*, Impact of land-cover layout on particulate matter 2.5 in urban areas of China, International Journal of Digital Earth, (accepted) 2018. (2017 IF:2.746, 2)
(22) Jiayi Li, and Xin Huang*, Ground-level ozone concentration and landscape patterns in China's urban areas, Photogrammetric Engineering & Remote Sensing, (accepted) 2018. (2017 IF:3.150, 3)
(21) Ting Hu, Xin Huang*, Jiayi Li, and Lefei Zhang, A novel co-training approach for urban land cover mapping with unclear Landsat time series imagery, Remote Sensing of Environment 217, 144-157. (2017 IF:6.457, 1)
(20) Xin Huang, Ting Hu, Jiayi Li*, Qing Wang, Jón Atli Benediktsson, Mapping Urban Areas in China Using Multisource Data With a Novel Ensemble SVM Method, IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(8): 4258–4273. (2017 IF:4.662, 2TOP)
(19) Xiaopeng Han, Xin Huang*, Jiayi Li, Yansheng Li, Michael Ying Yang, Jianya Gong, The edge-preservation multi-classifier relearning framework for the classification of high-resolution remotely sensed imagery, ISPRS journal of photogrammetry and remote sensing 138, 57-73. (2017 IF: 5.994, 1)
 
2017
(18) Qiquan Yang, Xin Huang*, Jiayi Li*, Assessing the relationship between surface urban heat islands and landscape patterns across climatic zones in China, Scientific reports 7 (1), 9337, 2017. (2017 IF:4.122, 3)
(17) Xin Huang*, Dawei Wen, Jiayi Li, Rongjun Qin, Multi-level Monitoring of Subtle Urban Changes for the Megacities of China Using High-resolution Multi-view Satellite Imagery. Remote Sensing of Environment, 2017, 196: 56-75. (2017 IF:6.457, 1)
(16) Long Li, Xin Huang*, Jiayi Li*, Dawei Wen, 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. . (2017 IF: 3.244, 2)
(15) Hui Liu, Xin Huang*, Dawei Wen, Jiayi Li, The Use of Landscape Metrics and Transfer Learning to Explore Urban Villages in China. Remote Sensing, 2017, 9(4): 365. . (2017 IF:3.244, 2)
(14) Tao Zhang, Xin Huang*, Dawei Wen, Jiayi Li. 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. (2017 IF:2.777, 2)
(13) Xin Huang*, Wenliang Yuan, Jiayi Li, Liangpei Zhang, 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. (2017 IF:2.777, 2)
 
2016
(12) Xin Huang, Qingyu Li, Hui Liu*, Jiayi Li*, 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 . (2017 IF: 2.892, 3)
(11) Bo Wu*, Yong Zhu, Xin Huang, Jiayi Li, Generalization of Spectral Fidelity with Flexible Measures for the Sparse Representation Classification of Hyperspectral Images, International Journal of Applied Earth Observation and Geoinformation, 2016, 52: 275~283. (2017 IF:4.003, 2)
  
2015
(10) Jiayi Li, Hongyan Zhang*, Min Guo, Liangpei Zhang, Huanfeng Shen, Qian Du, Urban Classification by the Fusion of Thermal Infrared Hyperspectral and Visible Data, Photogrammetric Engineering and Remote Sensing, 2015, 81(12): 901~911. (2017 IF:3.150, 3)
(9) Jiayi Li, Hongyan Zhang*, Liangpei Zhang, A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images with Limited Training Samples, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(6): 2728~2738 . (2017 IF:2.777, 2)
(8) Jiayi Li, Hongyan Zhang*, Liangpei Zhang, Li Ma, Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, 8(6): 2523~2533 . (2017 IF:2.777, 2)
(7) Jiayi Li, Hongyan Zhang*, Liangpei Zhang, Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(10): 5338~5351. (2017 IF:4.662, 2TOP)
 
2014
(6) Jiayi Li, Hongyan Zhang, Yuancheng Huang, Liangpei Zhang*, Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation with a Locally Adaptive Dictionary, IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(6): 3707~3719 . (2017 IF:4.662, 2TOP)
(5) Jiayi Li, Hongyan Zhang, Liangpei Zhang*, Xin Huang, Zhang Lefei, Joint Collaborative Representation With Multitask Learning for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(9): 5923~5936 . (2017 IF:4.662, 2TOP)
(4) Jiayi Li, Hongyan Zhang, Liangpei Zhang*, Column-generation Kernel Nonlocal Joint Collaborative Representation for Hyperspectral Image Classification, ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 94: 25~36. (2017 IF:5.994, 1)
(3) Jiayi Li, Hongyan Zhang, Liangpei Zhang*, Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform, IEEE Geoscience and Remote Sensing Letters, 2014, 11(8): 1409~1413 . (2017 IF: 2.892, 3)
(2) Min Guo, Hongyan Zhang, Jiayi Li, Liangpei Zhang*, Huanfeng Shen, An Online Coupled Dictionary Learning Approach for Remote Sensing Image Fusion, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7(4): 1284~1294. (2017 IF:2.777, 2)
(1) Hongyan Zhang, Jiayi Li*, Yuancheng Huang, Liangpei Zhang, A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7(6): 2057~2066. (2017 IF:2.777, 2)
 
 
EI论文
2018
(11) Huijun Chen, Xin Huang, Chun Liu, Jiayi LiJianya Gong, A Novel building detection method using ZY-3 multi-angle imagery over urban areas, IEEE International Geoscience and Remote Sensing Symposium, Valencia, 22-27 July, 2018.
(10) Mingming Xu, Yuxiang Zhang, Jie Li, Jiayi Li, Dongmei Song, Yanguo Fan, Hyperspectral band selection based on endmember dissimilarity for hyperspectral unmixing. IEEE International Geoscience and Remote Sensing Symposium, Valencia, 22-27 July, 2018.
2017
(9) Dawei Wen, Hui Liu, Jiayi Li, Xin Huang, Multi-level change detection in urban areas using ZY-3 multi-temporal stereo imagery, 2017 Joint Urban Remote Sensing Event (JURSE)
(8) Xin Huang, Jiayi Li, Wenzhi Liao, Jocelyn Chanussot, Information extraction from remote sensing imagery, Geo-spatial Information Science 20 (4), 297-298, 2017

2016

(7) 张良培, 李家艺*, 高光谱图像稀疏信息处理综述与展望, 遥感学报, 2016, 20(5): 1993-2002
(6) Jiayi Li, Xin Huang, and Liangpei Zhang*, Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery, IEEE International Geoscience and Remote Sensing Symposium, Beijing, 10-15 July, 2016.
(5) Qian Shi, Xin Huang, Jiayi Li, and Liangpei Zhang Active learning approach for remote sensing imagery classification using spatial information, IEEE International Geoscience and Remote Sensing Symposium, Beijing, 10-15 July, 2016, 1520-1523
(4) Jiayi Li, Hongyan Zhang, and Liangpei Zhang*, Efficient Superpixel-oriented Multi-task Joint Sparse Representation Classification Hyperspectral Imagery, IEEE International Geoscience and Remote Sensing Symposium, Milan, 26-31 July, 2015.
2014
(3) Jiayi Li, Hongyan Zhang, and Liangpei Zhang*, Background Joint Sparse Representation for Hyperspectral Image Sub-pixel Anomaly Detection, IEEE International Geoscience and Remote Sensing Symposium, Quebec, 13-18 July, 2014.
2013
(2) Jiayi Li, Hongyan Zhang*, and Liangpei Zhang., A Nonlinear Regression Classification Algorithm with Small Sample Set for Hyperspectral Image, IEEE International Geoscience and Remote Sensing Symposium, Melbourne, 21-26 July, 2013.
2012
(1) Jiayi Li, Hongyan Zhang*, Y. Huang, and Liangpei Zhang, Classification for Hyperspectral Imagery Based on Nonlocal Weighted Joint Sparsity Model, IEEE GRSS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Shanghai, China, 4-7 June, 2012.
 
 
专利 (Patent)
  • 2016.05.11,中国,ZL201310628634.7

  • (Award)
2014, Third place, IEEE GRSS Data Fusion Contest. (IEEE数据融合大赛季军)
2015,优秀学术报告奖,第三届成像光谱对地观测学术研讨会
2018, 2018年测绘科技进步一等奖,排名第二
 

  • (Funding)
1. 国家自然科学基金(青年项目),多源高分辨率遥感影像的多模态判别式稀疏学习与融合分类研究,41701382,2018/01-2020/12,25万元,在研,主持
2. 湖北省自然科学基金(面上项目),面向多源遥感影像融合解译的判别式稀疏学习方法研究,2017CFB188,2017/01-2018/12,5万元,在研,主持
3. 中央高校基本科研业务费专项资金项目:多源高分辨率遥感影像信息深度稀疏解译,2042017kf0005,负责人,2017.01-2018.12, 15万
4. 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, 50万
5 中央高校基本科研业务费专项资金项目:新型高光谱复杂背景目标多任务稀疏识别技术研究,负责人,2018.01-2018.12,5万
6. 测绘局重点实验室开放基金:多源高分辨率遥感影像深度稀疏表示信息解译,2016LSDMIS04, 职责:负责人,2016-2018, 3万
 
 

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