小波域自适应窗口4f系统图像平滑降噪
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国家自然科学基金资助项目(60472037);重庆市自然科学基金资助项目(2008BB2302);中国博士后科学基金资助项目(20080430096)


Adaptive window smoothing method for 4f system imagesin wavelet domain
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    摘要:

    针对4f系统输出图像做复原处理时要比平常情况更注重?ね枷裣附冢岢鲆恢中〔ㄓ蜃允视Υ翱诘髡交翟敕椒ǎ韵低惩枷裰械乃婊肷衅交ピ搿8梅椒ɡ眯〔ǚ纸夂蟾咂底油枷裰型枷裣附诘姆较蛐苑直鹑范ㄆ交翱诘姆较颍倮眯〔ū浠坏哪芰考行杂诺愕髡翱诖笮。迪肿允视Φ髡翱谛巫矗⒂玫髡蟮拇翱诙韵低呈涑鐾枷窠衅交ピ耄种破渲械乃婊肷@砺鄯治龊褪导使庋低惩枷袷笛楸砻鳎梅椒ㄓ忻飨缘囊种扑婊肷Ч⑶叶酝枷裣附谟薪虾玫谋;ぃ濯卜逍旁氡仍蛴? dB左右的提高,视觉效果平滑,适合4 f系

    Abstract:

    Due to the features of limited frequency band and existing noise for the output images of the conventional 4f information optics system, it is required to protect the image detail regions much better when restoring the images. Based on the classic AWM method, an adaptive window smoothing method which can adaptively adjust the shape of the smoothing window in wavelet domain is proposed to remove the random noise in the system output images. The method utilizes the direction of the high pass subimages decomposed by wavelets to determine the direction of the smoothing window, and adjusts the size of the smoothing window based on the advantage of energy concentration characteristics of subimages in wavelet domain to adjust the shape of the window adaptively. The output image of the 4f system is smoothed with the adjusted windows. The theoretical analysis and experiments show that the method can denoise the image in visual sensation and protect the image detail well, while PSNR is improved about 2 dB. It is suitable for the cases which require a certain image precision and has low pass characters, such as the 4f optic system.

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徐鑫,韩亮,姬艳丽.小波域自适应窗口4f系统图像平滑降噪[J].重庆大学学报,2010,33(4):98-104.

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  • 收稿日期:2009-10-12
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