Detection and Tracking of the Human Hot Spot

Carlos M. Travieso, Malay Kishore Dutta, Jordi Solé-Casals, Jesús B. Alonso

Abstract

This work presents an algorithm that receives as input a stream of thermal imaging detects heat sources present in them and classify them according to their mobility. After performing the experiment and given the results, it is concluded that the algorithm performed is able to discern and classify the different types of human bodies as long as you can provide a set of detection parameters adjusted to the situation, indoor or outdoor; and with one or more persons.

References

  1. Liew, A.L., Lim, A. Kwoh, L., 2005. A Stochastic Model for Active Fire Detection Using the Thermal Bands of MODIS Data. In IEEE Geoscience and Remote Sensing Letters, Vol. 2, Issue 3, pp. 337 - 341.
  2. Vodacek, A., Kremens, R.L., Ononye, A., Tang, C., 2005. A Hybrid Contextual Approach to Wildland Fire Detection Using Multispectral Imagery, In IEEE Geoscience and Remote Sensing Letters, 43(9), pp. 2115 - 2126.
  3. Ishino, R., 2002. Detection of a Faulty Power Distribution Apparatus by Using Thermal Images. In IEEE Power Engineering Society Winter Meeting, Vol. 2, pp. 1332 - 1337.
  4. Carter, L.J., O'Sullivan, M.J., Hung, Y.J., Teng, J.C-C., 1998. Thermal Imaging for Landmine Detection. In Second International Conference on the Detection of Abandoned Land Mines, pp. 110 - 114.
  5. Azak, M.D., Akgün, S., Azak, S.I., Torun E., 2003. Thermal Detection of Buried Circular Objects with a Rule-Based Fast Shape Detection Algorithm. In Proceedings of IEEE Sensors, Vol.2, pp. 765 - 768.
  6. Heo, J., Savvides, M., Vijayakumar, B.V.K., 2005. Performance Evaluation of Face Recognition using Visual and Thermal Imagery with Advanced Correlation Filters. In IEEE Computer Society Conference on Computer Vision and Pattern Recognitions, pp. 9.
  7. Socolinsky, D.A., Selinger, A., 2004. Thermal Face Recognition in an Operational Scenario. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 1012 - 1019.
  8. Jiang, L., Yeo, A., Nursalim, J., Wu, S., Jiang, X., Lu, Z., 2004. Frontal Infrared Human Face Detection by Distance from Centroid Method. In Proceedings of International Symposium on Intelligent Multimedia, Video and Speech Processing, pp. 41 - 44.
  9. Jiang, G., Song, X., Zheng, F., Wang, P., Omer A.M., 2005. Facial Expression Recognition Using Thermal Image. In 27th Annual International Conference on the Engineering in Medicine and Biology Society, pp. 631 - 633.
  10. Iwasawa, S., Ebinara, K., Morishima, J.O., Shigeo, 1998. Real-Time Human Posture Estimation using Monocular Thermal Images. In 3rd IEEE International Conference on Automatic Face and Gesture Recognition, pp. 492 - 497.
  11. Imai, M., Takayuki, N., Shida, T., Sato, M., Ito, R., Akamine, I., 1993. Thermal Image Proccesing using Neural Network. In IJCNN'93, Proceedings of International Joint Conference on Neural Networks, Vol. 3, pp. 2065 - 2068.
  12. Lin, C.L., Fan, K.C. 2004. Biometric Verification using Thermal Images of Palm-Dorsa Vein Patterns. In IEEE Transactions on Circuits and Systems for Video Technology, Vol. 14, Issue 2, pp. 199 - 213.
  13. Cromer, A.H., 1985. Física para las ciencias de la vida. Ed. Reverté. , 2nd edition.
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Paper Citation


in Harvard Style

Travieso C., Kishore Dutta M., Solé-Casals J. and B. Alonso J. (2014). Detection and Tracking of the Human Hot Spot . In Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: MPBS, (BIOSTEC 2014) ISBN 978-989-758-011-6, pages 325-330. DOI: 10.5220/0004941703250330


in Bibtex Style

@conference{mpbs14,
author={Carlos M. Travieso and Malay Kishore Dutta and Jordi Solé-Casals and Jesús B. Alonso},
title={Detection and Tracking of the Human Hot Spot},
booktitle={Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: MPBS, (BIOSTEC 2014)},
year={2014},
pages={325-330},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004941703250330},
isbn={978-989-758-011-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: MPBS, (BIOSTEC 2014)
TI - Detection and Tracking of the Human Hot Spot
SN - 978-989-758-011-6
AU - Travieso C.
AU - Kishore Dutta M.
AU - Solé-Casals J.
AU - B. Alonso J.
PY - 2014
SP - 325
EP - 330
DO - 10.5220/0004941703250330