[Submitted on 19 Feb 2015 (v1), last revised 26 Jul 2026 (this version, v3)]

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Abstract:People preserve memories of events such as birthdays, weddings, or vacations by capturing photos, often depicting groups of people. Invariably, some individuals in the image are more important than others given the context of the event. This paper analyzes the concept of the importance of individuals in group photographs. We address two specific questions -- Given an image, who are the most important individuals in it? Given multiple images of a person, which image depicts the person in the most important role? We introduce a measure of importance of people in images and investigate the correlation between importance and visual saliency. We find that not only can we automatically predict the importance of people from purely visual cues, incorporating this predicted importance results in significant improvement in applications such as im2text (generating sentences that describe images of groups of people).

Submission history

From: Clint Solomon Mathialagan [view email]
[v1] Thu, 19 Feb 2015 19:47:27 UTC (1,868 KB)
[v2] Fri, 17 Apr 2015 02:49:11 UTC (3,412 KB)
[v3] Sun, 26 Jul 2026 08:07:32 UTC (2,661 KB)