计算机应用与软件
計算機應用與軟件
계산궤응용여연건
COMPUTER APPLICATIONS AND SOFTWARE
2014年
11期
229-232
,共4页
图像处理%交互式图像分割%自适应局部阈值%多目标分割
圖像處理%交互式圖像分割%自適應跼部閾值%多目標分割
도상처리%교호식도상분할%자괄응국부역치%다목표분할
Image processing%Interactive image segmentation%Adaptive local thresholds%Multi-object segmentation
目前比较主流的交互式图像分割技术,对用户的输入位置和输入量比较敏感,而且用户的输入具有试探性,所以为了得到满意的分割结果,用户不得不多次调整自己的输入,比较繁琐。针对这种不足,提出一种新的交互式图像分割方法。首先采用基于自适应局部阈值的图像分割算法,生成一系列同质区域,并描绘出其轮廓;然后用户用不同颜色,粗略标记出组成不同目标的区域集;最后通过合并同色标记的区域集,完成图像分割。实验结果表明,该算法不仅满足用户对交互式图像分割输入更直观、结果更准确的需要,同时方便地实现了多区域多目标的图像分割。
目前比較主流的交互式圖像分割技術,對用戶的輸入位置和輸入量比較敏感,而且用戶的輸入具有試探性,所以為瞭得到滿意的分割結果,用戶不得不多次調整自己的輸入,比較繁瑣。針對這種不足,提齣一種新的交互式圖像分割方法。首先採用基于自適應跼部閾值的圖像分割算法,生成一繫列同質區域,併描繪齣其輪廓;然後用戶用不同顏色,粗略標記齣組成不同目標的區域集;最後通過閤併同色標記的區域集,完成圖像分割。實驗結果錶明,該算法不僅滿足用戶對交互式圖像分割輸入更直觀、結果更準確的需要,同時方便地實現瞭多區域多目標的圖像分割。
목전비교주류적교호식도상분할기술,대용호적수입위치화수입량비교민감,이차용호적수입구유시탐성,소이위료득도만의적분할결과,용호불득불다차조정자기적수입,비교번쇄。침대저충불족,제출일충신적교호식도상분할방법。수선채용기우자괄응국부역치적도상분할산법,생성일계렬동질구역,병묘회출기륜곽;연후용호용불동안색,조략표기출조성불동목표적구역집;최후통과합병동색표기적구역집,완성도상분할。실험결과표명,해산법불부만족용호대교호식도상분할수입경직관、결과경준학적수요,동시방편지실현료다구역다목표적도상분할。
Currently those rather popular interactive image segmentation techniques are sensitive to users’ inputting locations and the amount of inputs, moreover, the scribbles inputted by the user are tentative.Therefore, the user has to replace or add scribbles repeatedly in order to get satisfied result, which is quite complicated and trivial.In light of this issue, we propose a novel interactive image segmentation method.First, it generates a series of homogeneous regions and outlines their contours by using an image segmentation algorithm based on adaptive local threshold;then, the user roughly marks the region sets composing different objects with different colours; at last, the image segmentation can be completed by merging the region sets with same colour.Experimental results show that our algorithm meets user’ s need on more intuitional input and accurate result in interactive image segmentation, it also conveniently realises the image segmentation of multi-region and multi-object at the same time.