On the importance of local and global analysis in the judgment of similarity and dissimilarity of faces

作者：

Highlights：

• We analyze human perception of face similarity and dissimilarity.

• We provide evidence that perceptions of similarity and dissimilarity are different.

• We suggest that judgements of similarity are more related to global features.

• We suggest that judgements of dissimilarity are more related to local features.

摘要

•We analyze human perception of face similarity and dissimilarity.•We provide evidence that perceptions of similarity and dissimilarity are different.•We suggest that judgements of similarity are more related to global features.•We suggest that judgements of dissimilarity are more related to local features.

论文关键词：Face analysis,Biometrics,Image matching,Similarity-dissimilarity of visual content

论文评审过程：Received 17 January 2019, Revised 16 July 2019, Accepted 9 September 2019, Available online 28 October 2019, Version of Record 4 November 2019.

论文官网地址：https://doi.org/10.1016/j.imavis.2019.09.004