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Multi-focus image fusion based on fractional-orderderivative and intuitionistic fuzzy sets 被引量:1

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摘要 Multi-focus image fusion is an increasingly important component in image fusion,and it plays a key role in imaging.In this paper,we put forward a novel multi-focus image fusion method which employs fractional-order derivative and intuitionistic fuzzy sets.The original image is decomposed into a base layer and a detail layer.Furthermore,a new fractional-order spatial frequency is built to reflect the clarity of the image.The fractional-order spatial frequency is used as a rule for detail layers fusion,and intuitionistic fuzzy sets are introduced to fuse base layers.Experimental results demonstrate that the proposed fusion method outperforms the state-of-the-art methods for multi-focus image fusion.
机构地区 School of Sciences
出处 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2020年第6期834-843,共10页 信息与电子工程前沿(英文版)
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