Thermal Image Usage for Facial Tissue Tracking From Spatial Arrangement

  • Unique Paper ID: 148083
  • Volume: 5
  • Issue: 12
  • PageNo: 320-327
  • 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.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{148083,
        author = {Malathi.D and A. Mathangopi and Dr. G. Rajinigirinath and Sandra Karunya},
        title = {Thermal Image Usage for Facial Tissue Tracking From Spatial Arrangement},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {5},
        number = {12},
        pages = {320-327},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=148083},
        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.},
        keywords = {Facial tracking, matte, sleep studies, stress studies, thermal imaging.},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 5
  • Issue: 12
  • PageNo: 320-327

Thermal Image Usage for Facial Tissue Tracking From Spatial Arrangement

Related Articles