Semi-automatic photograph tagging by combining context with content-based information

作者:

Highlights:

• We propose a semi-automatic technique for the annotation of people in photographs.

• The technique uses context and content information and is based on the weighted sum of estimators.

• Multivariable linear regression and slope functions are adopted to weight the estimators.

• The technique obtained better results than the context-based and content-based methods when the metric H-Hit rate was used.

摘要

•We propose a semi-automatic technique for the annotation of people in photographs.•The technique uses context and content information and is based on the weighted sum of estimators.•Multivariable linear regression and slope functions are adopted to weight the estimators.•The technique obtained better results than the context-based and content-based methods when the metric H-Hit rate was used.

论文关键词:Personal photo collections,Geo-referenced photos,People photo annotation,Metadata,Face recognition,Context-aware multimedia

论文评审过程:Available online 8 August 2014.

论文官网地址:https://doi.org/10.1016/j.eswa.2014.07.060