%0 Journal Article %T Projected Wavelet-Domain MAP Estimation Super-resolution Algorithm for Passive Millimeter Wave Imaging
投影小波域MAP估计无源毫米波图像超分辨算法 %A Jin Xin %A Xiong Jin-tao %A Li Liang-chao %A Yang Jian-yu %A
金 鑫 %A 熊金涛 %A 李良超 %A 杨建宇 %J 电子与信息学报 %D 2010 %I %X In passive millimeter wave imaging, the problem of poor resolution of acquired image stems mainly from system antenna size limitations. In order to achieve resolution improvements, a Projected Wavelet-domain Maximum A Posteriori (PWMAP) estimation super-resolution algorithm is proposed in this paper. This algorithm restores the spectrum in the pass-band based on wavelet domain using the generalized Gaussian distribution and the MAP estimate; then extrapolate the spectrum by using the non-linear projection operation. This algorithm can not only provide a more accurate priori model than previous algorithms, but also updates the parameter adaptively at each iteration. Experimental results show the effectiveness and superiority of the algorithm. %K Passive millimeter wave imaging %K Super-resolution %K Wavelet-domain %K Adaptive method %K Non-linear operation
无源毫米波成像 %K 超分辨 %K 小波域 %K 自适应 %K 非线性运算 %U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=1319827C0C74AAE8D654BEA21B7F54D3&jid=EFC0377B03BD8D0EF4BBB548AC5F739A&aid=D1475EDF9F7ED25497F41D7973D35086&yid=140ECF96957D60B2&vid=9971A5E270697F23&iid=E158A972A605785F&sid=BF6EDE6C10074464&eid=3DC9CEF02B8360EE&journal_id=1009-5896&journal_name=电子与信息学报&referenced_num=0&reference_num=14