光子学报
光子學報
광자학보
ACTA PHOTONICA SINICA
2010年
3期
559-564
,共6页
徐晓昭%蔡轶珩%刘晓民%刘长江%沈兰荪
徐曉昭%蔡軼珩%劉曉民%劉長江%瀋蘭蓀
서효소%채질형%류효민%류장강%침란손
图像处理%颜色校正%灰度世界%标准差加权%图像熵
圖像處理%顏色校正%灰度世界%標準差加權%圖像熵
도상처리%안색교정%회도세계%표준차가권%도상적
Image processing%Color correction%Grey world%Standard deviation weighted%Image entropy
讨论了灰度世界算法,提出了两种改进的灰度世界算法--基于标准差加权的算法和基于图像熵约束的算法,从而避免了当给定图像仅有少量几种颜色或大块单一颜色时的冥法失效问题.通过对算法颜色校正结果进行主观(视觉上)评价,并对算法性能通过使用色差数据进行了客观评价.实验结果表明:改进算法对实际采集的图像和下载的图像都有较好的校正效果.
討論瞭灰度世界算法,提齣瞭兩種改進的灰度世界算法--基于標準差加權的算法和基于圖像熵約束的算法,從而避免瞭噹給定圖像僅有少量幾種顏色或大塊單一顏色時的冥法失效問題.通過對算法顏色校正結果進行主觀(視覺上)評價,併對算法性能通過使用色差數據進行瞭客觀評價.實驗結果錶明:改進算法對實際採集的圖像和下載的圖像都有較好的校正效果.
토론료회도세계산법,제출료량충개진적회도세계산법--기우표준차가권적산법화기우도상적약속적산법,종이피면료당급정도상부유소량궤충안색혹대괴단일안색시적명법실효문제.통과대산법안색교정결과진행주관(시각상)평개,병대산법성능통과사용색차수거진행료객관평개.실험결과표명:개진산법대실제채집적도상화하재적도상도유교호적교정효과.
The grey world algorithm is discussed in detail,and two improved grey world algorithms are proposed,to overcome the limit that the algorithm may be ineffective in the case of few colors or large union colors image which are based on standard deviation weighted algorithm and based on image entropy constraint algorithm respectively.The algorithms are evaluated in two aspects: the color correction results are compared subjectively (visually),and the performance is evaluated objectively using color difference data.The experimental results show that the improved algorithms have better correction effect on both real capture images and downloaded images.