DocumentCode
1755094
Title
Real-Time Mobile 3D Temperature Mapping
Author
Vidas, Stephen ; Moghadam, Peyman ; Sridharan, Sridha
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Volume
15
Issue
2
fYear
2015
fDate
Feb. 2015
Firstpage
1145
Lastpage
1152
Abstract
The ability to measure surface temperature and represent it on a metrically accurate 3D model has proven applications in many areas, such as medical imaging, building energy auditing, and search and rescue. A system is proposed that enables this task to be performed with a handheld sensor, and for the first time with results able to be visualized and analyzed in real time. A device comprising a thermal-infrared camera and range sensor is calibrated geometrically and used for data capture. The device is localized using a combination of iterative closest point and video-based pose estimation from the thermal-infrared video footage, which is shown to reduce the occurrence of failure modes. Furthermore, the problem of misregistration, which can introduce severe distortions in assigned surface temperatures is avoided through the use of a risk-averse neighborhood weighting mechanism. Results demonstrate that the system is more stable and accurate than previous approaches, and can be used to accurately model complex objects and environments for practical tasks.
Keywords
calibration; image registration; infrared detectors; infrared imaging; iterative methods; pose estimation; surface topography measurement; temperature measurement; temperature sensors; weighing; Real-Time Mobile 3D Temperature Mapping; building energy auditing; calibration; handheld sensor; iterative closest point estimation; medical imaging; metrically accurate 3D model; risk-averse neighborhood weighting mechanism; search and rescue; surface temperature measurement; thermal-infrared camera; thermal-infrared video footage; video-based pose estimation; Cameras; Iterative closest point algorithm; Temperature measurement; Temperature sensors; Three-dimensional displays; 3D mapping; HeatWave; handheld; heatwave; localization; mobile; real-time; temperature mapping; thermography;
fLanguage
English
Journal_Title
Sensors Journal, IEEE
Publisher
ieee
ISSN
1530-437X
Type
jour
DOI
10.1109/JSEN.2014.2360709
Filename
6912941
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