DocumentCode
2212256
Title
A geometrically constrained anechoic model for blind separation of temporomandibular Joint sounds
Author
Took, Clive Cheong ; Sanei, Saeid ; Chambers, Jonathon ; Dunne, Stephen
Author_Institution
Centre of Digital Signal Process., Cardiff Univ., Cardiff, UK
fYear
2006
fDate
4-8 Sept. 2006
Firstpage
1
Lastpage
5
Abstract
Extraction of temporomandibular Joint (TMJ) sound sources is attempted in this paper. A priori knowledge of the geometrically constrained medium (i.e. the head) to extract the temporomandibular joint sound sources from their anechoic mixtures is exploited. This is achieved by estimating the delay of the contra lateral (fromthe opposite side) source within the anechoic mixtures. Subsequently, we consider the mixing medium as a multichannel filter of constrained length whereby the instantaneous mixing hypothesis can be assumed for each lag. Last but not least, we utilize mutual information as a selection criterion to pick the correct independent components. Successful reconstruction of the TMJ sources (free from artefacts present in the estimates of the TMJ sources by other well-known signal processing techniques) was achieved.
Keywords
blind source separation; medical signal processing; signal processing; anechoic mixtures; blind separation; geometrically constrained anechoic model; geometrically constrained medium; multichannel filter; signal processing techniques; temporomandibular joint sounds; Abstracts; Joints;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference, 2006 14th European
Conference_Location
Florence
ISSN
2219-5491
Type
conf
Filename
7071077
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