Datasets

The datasets here have been assembled and made publicly available during Wilma's research career. Please cite the corresponding publication when you use any of these datasets.

Sample image of faces from the 10k face photograph database 10k US Adult Faces Database
A collection of memorability scores, attribute rankings, and demographic information based on an experiment run with 10,168 natural face photographs that follow demographics of the 1990 US Census. It also includes a program to easily navigate the 10,000+ image dataset to create custom image sets based on memorability or several other attributes.

Citation: Bainbridge, W. A., Isola, P., & Oliva, A. (2013). The Intrinsic Memorability of Face Photographs. Journal of Experimental Psychology: General, 142(4), 1323-1334.

3D map of the ROIs in this dataset MTL & VVS ROI Collection
Anatomically defined medial temporal lobe (N=40) regions and functionally defined ventral visual stream regions (N=70).

Citation: Bainbridge, W. A., Dilks, D.D., & Oliva, A. (in press). Memorability: A stimulus-driven perceptual neural signature distinctive from memory. NeuroImage, http://dx.doi.org/10.1016/j.neuroimage.2017.01.063.

Example memory test Memorability Experiment Maker
A tool that makes web-based memorability experiments for your stimulus set.

Citation: Bainbridge, W. A. (2016). The memorability of people: Intrinsic memorability across transformations of a person's face. Journal of Experimental Psychology: Learning, Memory, and Cognition. Advance online publication.

Example experiment made by the visual search script Psytoolkit Psychophysics Scripts
A collection of scripts for classical psychophysical studies written for Psytoolkit.

Citation: Bainbridge, W.A. (2017). The resiliency of memorability: A predictor of memory separate from attention and priming. arXiv.

Object Interaction Envelope Stimuli Object Interaction Envelope Stimuli
A set of stimuli for interaction envelope experiments, controlled for physical size and several other object properties.

Citation: Bainbridge, W. A. & Oliva, A. (2015). Interaction envelope: Local spatial representations of objects at all scales in scene-selective regions. NeuroImage 122, 408-416. AND Bainbridge, W.A., & Oliva, A. (2015). A toolbox and sample object perception data for equalization of natural images. Data in Brief 5, 846-851.


Example output images from the toolbox Natural Image Statistical Toolbox for MATLAB
A set of MATLAB scripts that allows you to measure and compare stimulus sets, to ensure they are controlled for on various low-level visual properties, such as spatial frequency, color, and symmetry.

Citation: Bainbridge, W.A., & Oliva, A. (2015). A toolbox and sample object perception data for equalization of natural images. Data in Brief 5, 846-851.

Image of the experiment - playing rock paper scissors with a humanoid robot HRI sensor data
A collection of sensor data from three different human-robot interaction studies, with multiple users, sensors, and behavioral and survey-based measures.

Citation: Bainbridge, W. A., Nozawa, S., Ueda, R., Okada, K., & Inaba, M. (2012). A methodological outline and utility assessment of sensor-based biosignal measurement in human-robot interaction. International Journal for Social Robotics, 4, 303-316.