计算机与现代化
計算機與現代化
계산궤여현대화
COMPUTER AND MODERNIZATION
2014年
1期
27-31
,共5页
Retinex%峰值信噪比%噪声抑制%彩色空间
Retinex%峰值信譟比%譟聲抑製%綵色空間
Retinex%봉치신조비%조성억제%채색공간
Retinex%peak signal-to-noise ratio%noise suppression%color space
针对多尺度Retinex算法( MSR)以及其它图像增强算法处理后的图像峰值信噪比较低的缺陷,本文提出结合Ret-inex理论,根据照射分量和反射分量的特性,对二者分别采用不同的非线性函数进行调整来提高图像的对比度和增强图像细节,并在低亮度区域进行噪声抑制的方法。实验结果表明,在HSV和RGB彩色空间,运用本算法处理在低照度情况下的图像,处理后图像的峰值性噪比以及对比度高于其他算法,并且处理速度也快于MSR算法。
針對多呎度Retinex算法( MSR)以及其它圖像增彊算法處理後的圖像峰值信譟比較低的缺陷,本文提齣結閤Ret-inex理論,根據照射分量和反射分量的特性,對二者分彆採用不同的非線性函數進行調整來提高圖像的對比度和增彊圖像細節,併在低亮度區域進行譟聲抑製的方法。實驗結果錶明,在HSV和RGB綵色空間,運用本算法處理在低照度情況下的圖像,處理後圖像的峰值性譟比以及對比度高于其他算法,併且處理速度也快于MSR算法。
침대다척도Retinex산법( MSR)이급기타도상증강산법처리후적도상봉치신조비교저적결함,본문제출결합Ret-inex이론,근거조사분량화반사분량적특성,대이자분별채용불동적비선성함수진행조정래제고도상적대비도화증강도상세절,병재저량도구역진행조성억제적방법。실험결과표명,재HSV화RGB채색공간,운용본산법처리재저조도정황하적도상,처리후도상적봉치성조비이급대비도고우기타산법,병차처리속도야쾌우MSR산법。
According to the multi-scale Retinex algorithm ( MSR ) defect images peak at low SNR , this paper puts forward a method of noise suppression in low luminance region according to the theory of Retinex , the characteristics of illumination and re-flection components , the two respectively by different nonlinear functions to adjust , to enhance the image contrast and enhance image detail .The experimental results show that , in HSV and RGB color space , after using this algorithm in low light , uneven il-lumination image case , the peak signal to noise ratio and the image contrast are higher than that of MSR algorithm , and the pro-cessing speed is faster than MSR algorithm .