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A im in g at the prob lem th a t the s im ila rity o f common objects cannot be calculated accurately because o f the in terference o f the background reg ion, we proposed an image c〇-segm entation a lgo rith m by image saliency and S IF T f lo w image a lignm ent a lgo rithm . F irs t ly , the a lg o rith m calculates the image saliency features. Secondly, images are aligned w ith user specified image by S IF T f lo w . T h e re fo re, the p o ss ib ility o f labels by image saliency and m atching can be obtained. F in a lly, optim iza tion segmentation boundary is refined by m in im um cut a lgo rith m . E xperim enta l analysis shows th a t the a lgo rith m can obta in be tter segmentation qua lity.

显著性特征约束的交互式协同分割 (Interactive Image Co-segmentation with Saliency Constraint).