吉林师范大学学报(自然科学版)
吉林師範大學學報(自然科學版)
길림사범대학학보(자연과학판)
JILIN NORMAL UNIVERSITY JOURNAL(NATURAL SCIENCE EDITION)
2014年
3期
106-110
,共5页
肖钟捷%余文森%程仁贵%刘长勇
肖鐘捷%餘文森%程仁貴%劉長勇
초종첩%여문삼%정인귀%류장용
去雾%暗通道先验%暗原色图像%大气光%透射率
去霧%暗通道先驗%暗原色圖像%大氣光%透射率
거무%암통도선험%암원색도상%대기광%투사솔
dehazing%dark channel prior%dark channel image%atmospherics%transmittance
探讨了暗通道先验去雾算法的原理,针对暗通道先验去雾算法时间复杂度太大的缺点,提出用快速有效的巴特沃兹低通滤波器代替复杂的软抠图方法实现对透射率的平滑与细化;针对暗原色图像在景深交界处存在白边现象采用求区域最大值法加以修正;并给出了自适应的求解全局大气光算法。实验结果表明,改进的暗通道去雾算法在获得满意的图像去雾效果的同时能大大提高图像去雾算法的速度,能满足工程上的实时应用要求。
探討瞭暗通道先驗去霧算法的原理,針對暗通道先驗去霧算法時間複雜度太大的缺點,提齣用快速有效的巴特沃玆低通濾波器代替複雜的軟摳圖方法實現對透射率的平滑與細化;針對暗原色圖像在景深交界處存在白邊現象採用求區域最大值法加以脩正;併給齣瞭自適應的求解全跼大氣光算法。實驗結果錶明,改進的暗通道去霧算法在穫得滿意的圖像去霧效果的同時能大大提高圖像去霧算法的速度,能滿足工程上的實時應用要求。
탐토료암통도선험거무산법적원리,침대암통도선험거무산법시간복잡도태대적결점,제출용쾌속유효적파특옥자저통려파기대체복잡적연구도방법실현대투사솔적평활여세화;침대암원색도상재경심교계처존재백변현상채용구구역최대치법가이수정;병급출료자괄응적구해전국대기광산법。실험결과표명,개진적암통도거무산법재획득만의적도상거무효과적동시능대대제고도상거무산법적속도,능만족공정상적실시응용요구。
The principle of dark channel prior to fog algorithm was discussed in the paper,and the soft matting smooth and refined transmittance was achieved using a quick and efficient Butterworth low-pass filter instead of the complex method according to the shortcoming of time complexity of the algorithm. For the white edge image existing at the junction of the phenomenon in depth of dark colors,the method of seeking the maximum area was used,and an adaptive algorithm for solving global atmospheric light was also given in the paper. Experimental results showed that the improved algorithm in the dark passage to fog the image not only obtained satisfactory results but also greatly increased the speed of the image to fog algorithms to achieve the real-time applications requirements of engineering.