通化师范学院学报
通化師範學院學報
통화사범학원학보
JOURNAL OF TONGHUA TEACHERS COLLEGE
2015年
8期
37-39
,共3页
小波分解%提升小波%图像增强
小波分解%提升小波%圖像增彊
소파분해%제승소파%도상증강
Wavelet Transform%Lifting Wavelet Transform%image enhancement
传统图像增强算法对图像增强的同时加强了噪声信号,导致信息熵下降,针对这一问题,该文提出基于BEMD和LWT的图像增强算法。对图像进行BEMD分解,提取固有模态函数IMF分量,对IMF进行LWT分解,通过逆变换对图像进行重构。实验结果表明,与传统小波图像增强算法相比,提出的增强算法图像质量得到改进。
傳統圖像增彊算法對圖像增彊的同時加彊瞭譟聲信號,導緻信息熵下降,針對這一問題,該文提齣基于BEMD和LWT的圖像增彊算法。對圖像進行BEMD分解,提取固有模態函數IMF分量,對IMF進行LWT分解,通過逆變換對圖像進行重構。實驗結果錶明,與傳統小波圖像增彊算法相比,提齣的增彊算法圖像質量得到改進。
전통도상증강산법대도상증강적동시가강료조성신호,도치신식적하강,침대저일문제,해문제출기우BEMD화LWT적도상증강산법。대도상진행BEMD분해,제취고유모태함수IMF분량,대IMF진행LWT분해,통과역변환대도상진행중구。실험결과표명,여전통소파도상증강산법상비,제출적증강산법도상질량득도개진。
The traditional image enhancement algorithms can enhance noise signal in image while they enhance im-age,which leads to the descent of information entropy. Contrary to the problem,an algorithm of image enhancement based on binary empirical mode decomposition and lifting wavelet analysis is presented. The image is decomposed to IMF function via EMD,IMF function is processed by lifting wavelet trans-form,the image is reconstructed by the inverse transform. The experimental result indicates that the quality of image have been improved. the quality of image is better than traditional wavelet image en-hancement algorithms.