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HYPERSPECTRAL IMAGE SUPER-RESOLUTION EXTENDING: AN EFFECTIVE FUSION BASED METHOD WITHOUT KNOWING THE SPATIAL TRANSFORMATION MATRIX
文献类型:会议
作者:Li, Yong[1]  Zhang, Lei[2]  Tian, Chunna[3]  Ding, Chen[4]  Zhang, Yanning[5]  Wei, Wei[6]  
机构:[1]Northwestern Polytech Univ, Sch Comp Sci, Xian 710072, Shaanxi, Peoples R China.;
[2]Northwestern Polytech Univ, Sch Comp Sci, Xian 710072, Shaanxi, Peoples R China.;
[3]Xidian Univ, Sch Elect Engn, Xian 710071, Shaanxi, Peoples R China.;
[4]Northwestern Polytech Univ, Sch Comp Sci, Xian 710072, Shaanxi, Peoples R China.;
[5]Northwestern Polytech Univ, Sch Comp Sci, Xian 710072, Shaanxi, Peoples R China.;
[6]Northwestern Polytech Univ, Sch Comp Sci, Xian 710072, Shaanxi, Peoples R China.;
年:2017
通讯作者:Li, Yong;
会议名称:2017 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME)
页码范围:1117-1122
会议地点:Hong Kong, China
会议开始日期:2017-07-10
会议结束日期:2017-07-14
收录情况:EI(20174004234741)  CPCI-S(WOS:000426984300183)  
所属部门:计算机学院
学科:计算机科学
人气指数:358
浏览次数:252
语言:外文
关键词:Hyperspectral; super-resolution; spatial transformation estimation
摘要:
Hyperspectral image (HSI) super-resolution, a technique to obtain higher (often spatial) resolution image from the original image, has been extensively studied and applied to lots of fields such as computer vision, remote sensing, etc. Though fusion based method has achieved state-of-the-art result, it always assume the spatial transformation matrix is given in advance, whereas such a matrix is actually unknown in reality. An unsuitable given matrix will deteriorate the super-resolution result g ...More
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