iLabel is a MATLAB app to manually label eye movements such as saccades/microsaccades and post-saccadic oscillations (PSO's) in eye-tracking data. iLabel will suggest potential saccadic events based on a velocity threshold algorithm (Engbert & Kliegl, 2003; Engbert & Mergenthaler, 2006). The app outputs binary labels for fixation (0), saccades (1), and PSO's (2).
These labels can be used to train the CNN U'n'Eye by Bellet et al. (2018) available at: https://github.com/berenslab/uneye
For any questions/comments/concerns please contact [email protected]
Bellet ME, Bellet J, Nienborg H, Hafed ZM, Berens P. Human-level saccade detection performance using deep neural networks. J Neurophysiol. 2019 Feb 1;121(2):646- 661. doi: 10.1152/jn.00601.2018. Epub 2018 Dec 19. PMID: 30565968.
Engbert, R., & Kliegl, R. (2003). Microsaccades uncover the orientation of covert attention. Vision
Research, 43 , 1035–1045. Available from http://dx.doi.org/10.1016/S0042-6989(03)00084-1
Engbert, R., & Mergenthaler, K. (2006). Microsaccades are triggered by low level retinal image slip.
Proceedings of the National Academy of Sciences of the United States of America, 103 , 7192–7197.
Available from http://dx.doi.org/10.1073/pnas.0509557103