Affective Image Classification Using Features inspired by Psychology and Art Theory

Jana Machajdik and Allan Hanbury

Download full paper

Download ACMM2010 presentation

download the data-sets here

Edit 1: some images in the artphoto set were corrupted. The corrected version is now available.
Edit 2: ground truth file for abstract images added to

External data-set: Request a download of the Internation Affective Picture System (IAPS)

The images in the data-sets may be under copyright. They are provided here solely for scientific use, to allow results to be compared to those in the paper above.

The following result examples, however, are under the Creative Commons licence (source: Flickr). These are available for publishing etc.