Naimul Mefraz Khan
Software Systems
Many Canadians suffer from complete physical disability due to debilitating diseases like cerebral palsy. An accessible means to control computer input can greatly enhance their day-to-day life.
To create a software that can help users control the mouse and (virtual) keyboard of a computer through gaze only.
1. Must have accurate and real-time gaze data extracted from webcam only.
2. Must be able to perform at least the basic tasks (click, double click, type).
3. Must demonstrate some successful basic task flows (e.g. open a folder, open the browser, search by typing in the address bar).
1. Create a movable mount for the webcam that will put the camera close to the users' eyes.
2. Machine learning-based model to extract gaze from webcam in real-time.
3. Create API to control the mouse and virtual keyboard movement.
4. Connect the two aspects.
Please see below
Research gaze extraction machine learning models
Research gaze extraction machine learning models
Research computer control possibilities through programming
Research optimal positioning of the webcam and custom mount needed to optimally position it
NMK05: Gaze-controlled computer | Naimul Mefraz Khan | Thursday September 1st 2022 at 10:13 PM