黑龙江八一农垦大学学报
黑龍江八一農墾大學學報
흑룡강팔일농은대학학보
JOURNAL OF HEILONGJIANG AUGUST FIRST LAND RECLAMATION UNIVERSITY
2012年
3期
68-70,79
,共4页
小波包%图像编码%代价函数%对数熵
小波包%圖像編碼%代價函數%對數熵
소파포%도상편마%대개함수%대수적
wavelet packet%image coding%cost function%log energy entropy
图像的能量主要集中在高频部分,传统的小波变换图像编码压缩方法主要侧重低频信号,而把高频部分看为不重要的信息,这就导致图像的细节失真。考虑到图像能量分布情况,提出以对数熵为代价函数,选择最优小波包树的图像编码压缩方法,仿真结果表明这种方法不仅可以提高的压缩比,而且重构的图像效果比较好。
圖像的能量主要集中在高頻部分,傳統的小波變換圖像編碼壓縮方法主要側重低頻信號,而把高頻部分看為不重要的信息,這就導緻圖像的細節失真。攷慮到圖像能量分佈情況,提齣以對數熵為代價函數,選擇最優小波包樹的圖像編碼壓縮方法,倣真結果錶明這種方法不僅可以提高的壓縮比,而且重構的圖像效果比較好。
도상적능량주요집중재고빈부분,전통적소파변환도상편마압축방법주요측중저빈신호,이파고빈부분간위불중요적신식,저취도치도상적세절실진。고필도도상능량분포정황,제출이대수적위대개함수,선택최우소파포수적도상편마압축방법,방진결과표명저충방법불부가이제고적압축비,이차중구적도상효과비교호。
Traditional wavelet transform image coding compression method emphasized the low frequency signal and ignored the high ,in which was the energy of image mainly concentrated. It could lead to distortion of the image. Considering the energy distribution condition of the image, this paper proposed a new image coding compression method which based on logarithmic entropy for cost function to choose the optimum wavelet packet tree. The simulation results showed this method not only improved the compression ratio, but also promoted the effects of the reconstruct image.