海外名师大讲堂 — Multisensor data integration for maximizing information retrieval

讲座名称: 海外名师大讲堂 — Multisensor data integration for maximizing information retrieval
讲座时间 2018-06-20
讲座地点 仲英楼(理学院) B-253
讲座人 Xiuping Jia
讲座内容

海外名师大讲堂 — Multisensor data integration for maximizing information retrieval
报告时间: 2018年6月20日(周三) 下午16:30
报告地点: 仲英楼(理学院) B-253
报 告 人: Xiuping Jia
报告摘要: With the recent advances in remote sensing technologies for Earth Observation, satellite images from multiple sensors are widely available. Examples include multispectral/hyperspectral images, LiDAR and SAR data, as well as night-time imagery. They provide complementary information for a better understanding of Earth’s features. Night-time imagery can especially reflect human activities, and together with daytime data, can provide improved monitoring of urbanization. However, information extraction from such big spatial data is a challenging job. Traditional machine learning methods may have limited performance due to the increased data dimensionality and the multimodal characteristics.
In this talk, multisource data registration, feature selection and feature extraction techniques will be presented and discussed. One class oriented classification scheme will be introduced and discussed.

讲座人介绍

 Xiuping Jia 博士,国际著名遥感数据分析、高光谱图像分类专家,澳大利亚新南威尔士大学工程与信息技术学院博导,哈尔滨工程大学、西安电子科技大学、中国石油大学的客座教授,中国农业信息技术工程技术研究中心兼职研究员,IEEE GRSS Symposium Award Committee主席,《遥感数字图像分析》(Springer-Verlag, 3rd(1999))第四版著者, 国际著名期刊IEEE Transactions on Geoscience and Remote Sensing 副主编, Journal of Soils and Sediments 编辑,2018年获多萝西绿色奖。主要从事遥感图像处理和空间数据分析领域的研究,发表学术论文190余篇。

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