Non contact pulmonary functional testing through an improved photometric stereo approach

Ahmad, J., Sun, j., Smith, L. and Smith, M. (2014) Non contact pulmonary functional testing through an improved photometric stereo approach. In: Medical Image Understanding and Analysis 2014, City University London, 9-14 July 2014. Available from: http://eprints.uwe.ac.uk/23136

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Abstract/Description

A non-contact computer vision based system is developed for Pulmonary Functional Testing. The unique and novel features of the system are that it views the patients from both front and back and creates a 3D structure of the whole torso. By observing the 3D structure of the torso over time, the amount of air inhaled and exhaled is estimated. The Photometric Stereo method is used to recover local 3D surface orientation. This technique is good for recovering the local 3D surface orientation but provides no absolute depth information about the observed scene. To calculate absolute depth information from Photometric Stereo a new Lambertian Diffused Maxima Region (DMR) based algorithm is employed here. A high (0.96) correlation between breathing volume calculated from Photometric Stereo and Spirometer data is observed.

Item Type:Conference or Workshop Item (Paper)
Uncontrolled Keywords:non contact, pulmonary functional testing, improved photometric stereo
Faculty/Department:Faculty of Environment and Technology > Department of Engineering Design and Mathematics
ID Code:23136
Deposited By: Professor M. Smith
Deposited On:16 Jun 2014 10:44
Last Modified:29 May 2017 07:39

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