16 citations · 31 across the 5 of their papers we have counts for
6 papers
Task Decoding based on Eye Movements using Synthetic Data Augmentation
Shanmuka Sadhu, Arca Baran, Preeti Pandey +1
Machine learning has been extensively used in various applications related to eye-tracking research. Understanding eye movement is one of the most significant subsets of eye-tracki…
An Open Source Interactive Visual Analytics Tool for Comparative Programming Comprehension
Ayush Kumar, Ashish Kumar, Aakanksha Prasad +3
This paper proposes an open source visual analytics tool consisting of several views and perspectives on eye movement data collected during code reading tasks when writing computer…
Eye Gaze Estimation Model Analysis
Aveena Kottwani, Ayush Kumar
We explore techniques for eye gaze estimation using machine learning. Eye gaze estimation is a common problem for various behavior analysis and human-computer interfaces. The purpo…
Visual Multi-Metric Grouping of Eye-Tracking Data
Ayush Kumar, Rudolf Netzel, Michael Burch +2
We present an algorithmic and visual grouping of participants and eye-tracking metrics derived from recorded eye-tracking data. Our method utilizes two well-established visualizati…
Road Accidents in the UK (Analysis and Visualization)
Anjul Tyagi, Ayush Kumar, Anshul Gandhi +1
Analysis of road accidents is crucial to understand the factors involved and their impact. Accidents usually involve multiple variables like time, weather conditions, age of driver…
Task Classification Model for Visual Fixation, Exploration, and Search
Ayush Kumar, Anjul Tyagi, Michael Burch +2
Yarbus' claim to decode the observer's task from eye movements has received mixed reactions. In this paper, we have supported the hypothesis that it is possible to decode the task.…