These videos essays for montages of 640 images from each city.
The selfies are identically aligned with respect to eye position and sorted by the head tilt angle. We present our findings about the demographics of people taking selfies, their poses and expressions. The interactive selfiexploratory allows you to navigate the whole set of 3200 photos. Finally, theoretical essays discuss selfies in the history of photography, the functions of images in social media, and methods and dataset. Each city has a different style when it comes to selfies. Is it just me, or do Sao Paulo women actually tilt their heads more?
Do New Yorkers or Berliners look older? In order to answer these questions, and supplement our rudimentary automatic face analysis with human judgment, we had thousands of photos inspected by Mechanical Turk workers, who estimated age and gender of the essays for on the photos. Experiment with all the data we collected. Do angry people tilt their heads more strongly?
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And what is a characteristic mood for people in Moscow? 656’000 images we collected on Instagram. 2-4 Amazon’s Mechanical Turk workers tagged each photo. For these, we asked Mechanical Turk workers the simple question «Does this photo shows a single selfie»?
On the resulting set of selfie images, we ran automatic face analysis, supplying us with algorithmic estimations of eye, nose and mouth positions, the degrees of different emotional expressions, etc. As the final step, one or two members of the project team examined all these photos manually. While most photos were tagged correctly, we found some mistakes. 640 selfie photos for every city. 3 times as many in Bangkok to 1.
Moscow is a strong outlier — here, we have 4. 6 times more female than male selfies! Men’s average age is higher than that of women in every city. Sao Paulo is most extreme — there, the average head tilt for females is 16. How can we approach theoretically social media images in general?
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