Object Detection with Multi-band Polarization Imaging

Yongqiang Zhao, Chen Yi, Quan Pan, Yongmei Cheng, Seong G. Kong

科研成果: 书/报告/会议事项章节章节同行评审

5 引用 (Scopus)

摘要

Multi-band polarization imaging provides complementary information to conventional imaging sensors, such as material components and surface characteristics. An image data in multi-band polarization imaging makes an array of 3D data cubes. Each pixel corresponds to a certain point in a high dimensional space where a statistical analysis of the data leads to object detection. There are two aspects in object detection using multi-band polarization imaging. From a theoretical background of multivariate statistical analysis, multi-band polarization image data can be considered as common multivariate data to express statistical differences between the target object and the background. Physical properties of multi-band polarization imagery can be replaced by statistical differences to make the traditional optical remote sensing processing methods useful.

源语言英语
主期刊名Advances in Computer Vision and Pattern Recognition
出版商Springer Science and Business Media Deutschland GmbH
111-153
页数43
DOI
出版状态已出版 - 2016

出版系列

姓名Advances in Computer Vision and Pattern Recognition
ISSN(印刷版)2191-6586
ISSN(电子版)2191-6594

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