电脑与电信
電腦與電信
전뇌여전신
COMPUTER & TELECOM
2015年
3期
18-20
,共3页
周军妮%田纪龙%王燕妮%董惠%张少坤
週軍妮%田紀龍%王燕妮%董惠%張少坤
주군니%전기룡%왕연니%동혜%장소곤
椒盐噪声%位函数%自适应滤波
椒鹽譟聲%位函數%自適應濾波
초염조성%위함수%자괄응려파
salt&pepper noise%potential function%adaptive filtering
为了减少图像中的椒盐噪声对后续图像处理的影响,针对高密度噪声污染图像,提出了基于位函数最优迭代的椒盐噪声滤波算法。利用位函数的细节保证性能,最大限度地恢复图像的细节信息,使得高密度噪声污染图像也能得到较好地恢复。实验结果表明,所提出的滤波算法具有较强的自适应性及较好的滤波效果。
為瞭減少圖像中的椒鹽譟聲對後續圖像處理的影響,針對高密度譟聲汙染圖像,提齣瞭基于位函數最優迭代的椒鹽譟聲濾波算法。利用位函數的細節保證性能,最大限度地恢複圖像的細節信息,使得高密度譟聲汙染圖像也能得到較好地恢複。實驗結果錶明,所提齣的濾波算法具有較彊的自適應性及較好的濾波效果。
위료감소도상중적초염조성대후속도상처리적영향,침대고밀도조성오염도상,제출료기우위함수최우질대적초염조성려파산법。이용위함수적세절보증성능,최대한도지회복도상적세절신식,사득고밀도조성오염도상야능득도교호지회복。실험결과표명,소제출적려파산법구유교강적자괄응성급교호적려파효과。
To reduce the influence of salt&pepper noise in images on subsequent image processing, a high-density salt&pep-per noise filtering algorithm based on noise detection is proposed for high-density noise polluted images in this paper. Considering that potential function has the ability of edge-preserving, detailed image information is protected in a maximum scale and high-densi-ty noise polluted images can be restored. Experiment results show that the filtering algorithm presented in this article has high self-adaptability and good filtering effect.