Optimization of the virtual mouse HeadMouse to foster its classroom use by children with physical disabilities

Optimization of the virtual mouse HeadMouse to foster its classroom use by children with physical disabilities

Authors:
Merce TEIXIDO, Tomás PALLEJA, Marcel TRESANCHEZ, Davinia FONT, Javier MORENO, Alicia FERNÁNDEZ, Jordi PALACÍN, Carlos REBATE

DOI:
10.14201/ADCAIJ20131718

Volume:
Regular Issue 2 (4), 2013

Keywords: 
Virtual mouse; Face detection; Electronic learning; Disabled children; Notebook at school; Dynamic learning

This paper presents the optimization of a virtual mouse called HeadMouse in order to foster its classroom use by children with physical disabilities. HeadMouse is an absolute virtual mouse that converts head movements in cursor displacement and facial gestures in click actions. The virtual mouse combines different image processing algorithms: face detection, pattern matching and optical flow in order to emulate the behaviour of a conventional computer mouse. The original implementation of HeadMouse requires large computational power and this paper proposes specific optimizations in order to enable its use by children with disabilities in standard low cost classroom computers.

JCR

Position in 2022 Journal Citation Indicator (JCI) Ranking:
Category COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE


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