Please use this identifier to cite or link to this item: http://repository.iiitd.edu.in/xmlui/handle/123456789/1147
Title: Type your thoughts
Authors: Kaur, Amandeep
Garg, Deepi
Shah, Rajiv Ratn (Advisor)
Keywords: Head pose detection
Head gesture recognition
Touchless typing
Beam search
Computer vision
Machine Learning
Issue Date: May-2022
Publisher: IIIT-Delhi
Abstract: In the digital age, being able to type becomes an irreplaceable skill. The project focuses on creating efficient systems that allow people with disabilities below the neck or in the four limbs to type using their head movements alone. The field has gained a lot of attention in recent years and has given systems that allow a user to choose a character in 2-3 head motions. Our project uses one head motion per character by using cluster sequences to find possible character sequences or words. In the previous paper, the system showed an accuracy of 98.81% in crossuser testing. We now propose changes to the system which allow us to get an improvement over the previous results.
URI: http://repository.iiitd.edu.in/xmlui/handle/123456789/1147
Appears in Collections:Year-2022

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