Many individuals with severe motor impairments are cognitively capable, but because of their physical impairments, unable to express their intention through conventional means of communication. Access technologies are devices that attempt to translate the intention of these individuals into functional activity by harnessing their residual physical or physiological abilities. The primary objective of this thesis was to design and develop a novel non-invasive and non-contact access technology based on infrared thermal imaging. This access technology translates the local temperature change associated with voluntary mouth opening to activation of a binary switch such as a mouse click or key press. To this end, an algorithm based on motion and temperature analyses, and morphological and anthropometric filters was designed to detect mouth opening activity in thermal video in real-time. The secondary objective of this thesis was to introduce a mutual information measure for objective assessment of binary switch users’ performance. A model was suggested, in which combination of cognitive and physical abilities of the human user of a binary access switch constitute a communication channel. The proposed mutual information measure estimates the rate of information transmission in the ‘human communication channel’ during stimulus response tasks. Using this measure, in a study with ten able-bodied participants, the infrared thermal switch was validated against a conventional chin switch. Impairments in body functions and structures that may contraindicate the use of the infrared thermal switch were explored in a study with seven clients, with severe disabilities. Potential hard and soft technological solutions to mitigate the effect of these impairments on infrared thermal switch use were recommended. Finally the infrared thermal switch was tailored to meet the needs of a young man with severe spastic quadriplegic cerebral palsy, who had no other means of physical access.
| Identifer | oai:union.ndltd.org:LACETR/oai:collectionscanada.gc.ca:OTU.1807/26299 |
| Date | 18 February 2011 |
| Creators | Memarian, Negar |
| Contributors | Chau, Tom, Venetsanopoulos, Anastasios N. |
| Source Sets | Library and Archives Canada ETDs Repository / Centre d'archives des thèses électroniques de Bibliothèque et Archives Canada |
| Language | en_ca |
| Detected Language | English |
| Type | Thesis |
Page generated in 0.114 seconds