Problem Statement:
A scanpath refers to the sequence of eye movements made by an individual's eyes as they explore and visually process a visual stimulus, such as an image, scene, or text. These eye movements are characterized by fixations (brief periods when the eyes are relatively still and focused on a specific point) and saccades (rapid movements of the eyes between fixations).
The dataset contains information about the scanpaths of multiple individuals as they interact with stimulus images.
The Code:
Refer Scanpath Similarity Analysis.ipynb.
Edit Distance between Scanpaths was computed and a Minimum Spanning Tree was constructed using Prim's Algorithm, the edge with the largest weight was then removed. This yielded two clusters of individuals.
Results:
The program provides a graph output with two clusters.