Thermal Image Usage for Facial Tissue Tracking From Spatial Arrangement

Thermal Image Usage for Facial Tissue Tracking From Spatial Arrangement
Author(s):
Malathi.D, A. Mathangopi, Dr. G. Rajinigirinath, Sandra Karunya
ISSN:
2349-6002
Cite This Article:
Thermal Image Usage for Facial Tissue Tracking From Spatial Arrangement, International Journal of Innovative Research in Technology(www.ijirt.org) ,ISSN: 2349-6002 ,Volume 5 ,Issue 12 ,Page(s):320-327 ,May 2019 ,Available :IJIRT148083_PAPER.pdf
Keywords:
Facial tracking, matte, sleep studies, stress studies, thermal imaging.
Abstract
Accurate tracking of facial tissue in thermal infrared imaging is challenging because it is affected not only by positional but also physiological (functional) changes. This paper presents a particle filter tracker driven by a probabilistic template function with both spatial and temporal smoothing components, which is capable of adapting to abrupt positional and physiological changes. The method was tested on tracking facial regions of subjects under varying physiological and environmental conditions in 25 thermal clips. It demonstrated robustness and accuracy, outperforming other strategies. This new method promises improved performance in a number of biomedical applications that involve physiological measurements on the face, such as unobtrusive sleep and stress studies.
Article Details
Unique Paper ID: 148083 Publication Volume & Issue: Volume 5, Issue 12 Page(s): 320 - 327
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International Journal of Innovative Research in Technology