Published April 30, 2021 | Version v2
Journal article Open

Data and Stimuli for "An image-computable model of human visual shape similarity"

Description

This record contains stimuli and analysis scripts (written in Matlab) as well as data to reproduce the results shown in:

Morgenstern, Y. , Schmidt, F., Hartmann, F., Tiedemann, H., Prokott, E., Maiello, G., & Fleming, R. (2021) . An image computable model of human visual shape similarity. PLoS Computational Biology.  https://doi.org/10.1371/journal.pcbi.1008981

A preprint version of the manuscript is available at: https://doi.org/10.1101/2020.01.10.901876

The ShapeComp model, GAN network that produces naturalistic outlines, and demonstration code in MATLAB that shows how to implement the ShapeComp model on a set of GAN shapes, or your own customized shapes, can be downloaded at:  https://sites.google.com/view/yanivmorgenstern/home/tools/shapecomp

Files

shapecomp datashare.zip

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Additional details

Funding

SHAPE – Shape Understanding: On the Perception of Growth, Form and Process 682859
European Commission
VisualGrasping – Visually guided grasping and its effects on visual representations 793660
European Commission