图学学报
圖學學報
도학학보
Journal of Graphics
2014年
3期
336-342
,共7页
朱晓临%陈晓冬%朱园珠%陈嫚%李雪艳
硃曉臨%陳曉鼕%硃園珠%陳嫚%李雪豔
주효림%진효동%주완주%진만%리설염
图像修复%结构修复%纹理合成%形态学算子%显著结构%优先级
圖像脩複%結構脩複%紋理閤成%形態學算子%顯著結構%優先級
도상수복%결구수복%문리합성%형태학산자%현저결구%우선급
image restoration%structural restoration%texture synthesis%morphological operators%significant structure%priority
文章结合结构修复算法及纹理修复算法各自的优点,并考虑显著结构对图像修复的巨大影响,提出结合显著结构重构与纹理合成的图像修复算法。算法先利用形态学算子剥离待修复图像中细小结构与大块区域;然后利用快速结构修复算法对图像进行处理;再利用插值对待修复图像进行显著结构重构;最后利用基于改进优先级的加权匹配图像修复算法进行后续修复。实验结果表明,对既有显著结构同时又包含丰富纹理的待修复图像,与传统算法相比,本文的算法不但有更好的修复效果,而且耗时更少。
文章結閤結構脩複算法及紋理脩複算法各自的優點,併攷慮顯著結構對圖像脩複的巨大影響,提齣結閤顯著結構重構與紋理閤成的圖像脩複算法。算法先利用形態學算子剝離待脩複圖像中細小結構與大塊區域;然後利用快速結構脩複算法對圖像進行處理;再利用插值對待脩複圖像進行顯著結構重構;最後利用基于改進優先級的加權匹配圖像脩複算法進行後續脩複。實驗結果錶明,對既有顯著結構同時又包含豐富紋理的待脩複圖像,與傳統算法相比,本文的算法不但有更好的脩複效果,而且耗時更少。
문장결합결구수복산법급문리수복산법각자적우점,병고필현저결구대도상수복적거대영향,제출결합현저결구중구여문리합성적도상수복산법。산법선이용형태학산자박리대수복도상중세소결구여대괴구역;연후이용쾌속결구수복산법대도상진행처리;재이용삽치대대수복도상진행현저결구중구;최후이용기우개진우선급적가권필배도상수복산법진행후속수복。실험결과표명,대기유현저결구동시우포함봉부문리적대수복도상,여전통산법상비,본문적산법불단유경호적수복효과,이차모시경소。
This paper presents an image restoration algorithm by integrating structure and texture features with reconstruction of significant structure of images. Firstly, the algorithm splits the fine structures and large areas in the damaged image using morphological operators. Secondly, the rapid structural restoration algorithm is used for image inpainting. Thirdly, significant structures in the image are reconstructed by interpolation. Finally, the large damaged areas are restored by the weighted matching image restoration algorithm based on the modified priority. For the damaged image with significant structure and texture, the experimental results show the better restoration result and less time consuming of the proposed algorithm than that of the traditional algorithms.