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EOG/IOG dataset

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Citation Author(s):
Tianyi Deng (Hunan University)
Submitted by:
Tianyi Deng
Last updated:
DOI:
10.21227/gb5n-kc48
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Keywords:
EOG
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Abstract

 

These are some graphs that record the human ocular electrical signals and ocular impedance signals, each image from top to bottom is a time-frequency graph of the EOG, the EOG signals, the time-frequency graph of the impedance signals, the impedance signals, and the impedance signals, respectively. This dataset is used to train the eye movement detection model.

 

Instructions:

This dataset conforms to the VOC2007 format, each image is of a fixed size, the images are filtered, differenced and normalized, the top image represents the time-frequency plot of the EOG signal, a line in the middle represents the original EOG signal, the bottom image represents the time-frequency plot of the IOG, and a line at the bottom represents the original IOG signal. The label files are stored in the Annotations folder, which records the labels corresponding to the images, with a total of five categories, 0, 1, 2, 3, and 4, corresponding to blink, up, down, left, and right, respectively.

I want to use eog dataset to analyze concentration and provide individual educational feedback to student. 

San Oh Thu, 09/19/2024 - 13:27 Permalink

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