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Active Vision for T...
Active Vision for Tremor Disease Monitoring
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- Halawani, Alaa, 1974- (author)
- Umeå universitet,Institutionen för tillämpad fysik och elektronik,Digital Media Lab
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- ur Réhman, Shafiq (author)
- Umeå universitet,Institutionen för tillämpad fysik och elektronik
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- Li, Haibo (author)
- KTH,Medieteknik och interaktionsdesign, MID
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(creator_code:org_t)
- Elsevier BV, 2015
- 2015
- English.
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In: 6th International Conference on Applied Human Factors and Ergonomics (AHFE 2015) and the Affiliated Conferences AHFE 2015. - : Elsevier BV. ; , s. 2042-2048
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Abstract
Subject headings
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- The aim of this work is to introduce a prototype for monitoring tremor diseases using computer vision techniques. While vision has been previously used for this purpose, the system we are introducing differs intrinsically from other traditional systems. The essential difference is characterized by the placement of the camera on the user’s body rather than in front of it, and thus reversing the whole process of motion estimation. This is called active motion tracking. Active vision is simpler in setup and achieves more accurate results compared to traditional arrangements, which we refer to as “passive” here. One main advantage of active tracking is its ability to detect even tiny motions using its simple setup, and that makes it very suitable for monitoring tremor disorders.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datorseende och robotik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Vision and Robotics (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
Keyword
- Active vision
- Tremors
- SIFT
- Motion estimation
- Motion tracking
Publication and Content Type
- ref (subject category)
- kon (subject category)
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