/PsychoFlickr

Code for feature extraction from large image datasets, updated for Matlab R2017a

Primary LanguageC++

Image feature extraction

This code is a modification of the code provided at Cristina Segalins website.

Some functions in Matlab were replaced by other functions, and I had to change the syntax for paths to be compatible with Mac OS and UNIX.

The code itself was a collection of code from different sources, the respective licences can be found inside the different folders.

PsychoFLickr dataset

The code was originally used in research [1] for the extraction of image features from the PsychoFlickr dataset, including 60k images, 200 favorite images for each of the 300 users combined with a BFI (Big Five Inventory) questionnair. This dataset is also available from the site.

[1]:Segalin, C., Cheng, D. S., & Cristani, M. (2017). Social profiling through image understanding: Personality inference using convolutional neural networks. Computer Vision and Image Understanding, 156, 34–50.