Generating visual story graphs with application to photo album summarization

作者：

Highlights：

• A submodular approach to generate structured visual summaries for large photo collections.

• The ability to integrate multimodal information in the form of image, text, geospatial and timestamp data.

• A new large-scale vacation dataset consisting of 132K photos from six popular travel destinations.

• Generated visual story graphs can be utilized as priors to obtain better summaries of photo albums.

摘要

•A submodular approach to generate structured visual summaries for large photo collections.•The ability to integrate multimodal information in the form of image, text, geospatial and timestamp data.•A new large-scale vacation dataset consisting of 132K photos from six popular travel destinations.•Generated visual story graphs can be utilized as priors to obtain better summaries of photo albums.

论文关键词：Visual story graph,Structured summarization

论文评审过程：Received 22 April 2020, Revised 5 September 2020, Accepted 6 October 2020, Available online 16 October 2020, Version of Record 19 October 2020.

论文官网地址：https://doi.org/10.1016/j.image.2020.116033