渭南师范学院学报
渭南師範學院學報
위남사범학원학보
JOURNAL OF WEINAN TEACHERS COLLEGE
2014年
15期
5-10
,共6页
图像去噪%P-M扩散方程%TV模型%热扩散方程
圖像去譟%P-M擴散方程%TV模型%熱擴散方程
도상거조%P-M확산방정%TV모형%열확산방정
image denoising%P-M diffusion equation%Total Variation ( TV) model%thermal diffusion equation
噪声是图像获取、传输和储存过程中不可避免的现象。去噪作为图像处理的首要步骤与基本问题是后续的高层次图像处理的基础。以加性高斯白噪声为例,综述了P-M扩散方程及TV模型的原理,并从视觉与定量指标两个方面比较了去噪效果。最后,在热扩散方程模型预处理条件下比较了两种模型的去噪效果。
譟聲是圖像穫取、傳輸和儲存過程中不可避免的現象。去譟作為圖像處理的首要步驟與基本問題是後續的高層次圖像處理的基礎。以加性高斯白譟聲為例,綜述瞭P-M擴散方程及TV模型的原理,併從視覺與定量指標兩箇方麵比較瞭去譟效果。最後,在熱擴散方程模型預處理條件下比較瞭兩種模型的去譟效果。
조성시도상획취、전수화저존과정중불가피면적현상。거조작위도상처리적수요보취여기본문제시후속적고층차도상처리적기출。이가성고사백조성위례,종술료P-M확산방정급TV모형적원리,병종시각여정량지표량개방면비교료거조효과。최후,재열확산방정모형예처리조건하비교료량충모형적거조효과。
Noise is inevitable phenomenon in the process of image acquisition , transmission and storage .As the first step and the basic problem of image processing , denoising is the foundation of subsequent high level image processing .This paper, taking the additive white Gaussian noise as an example , summarizes the principle of the P-M diffusion equation and TV model , and compared the denoising effect from two aspects of visual and quantitative indicators .Finally, under the condition of pretreatment of thermal dif-fusion equation model , it compared the effect of denoising of the two models .