Abstract
Some studies on epilepsy have shown that seizures might change the body temperature of a patient. Furthermore, other works have shown that kainic acid, a drug used to study seizures, modify body temperature of a laboratory rat. Thus, thermographic cameras may have an important role in investigating seizures. In this paper, we present the methods we have developed to measure the temperature of a moving rat subject to seizure using a thermographic camera and image processing. To accurately measure the body temperature, a particle filter tracker has been developed and tested along with an experimental methodology. The obtained measures are compared with a ground truth. The methods are tested on a 2-hour video and it is shown that our method achieves the promising results.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Volpe, J.J.: Neonatal Seizures: Current Concepts and Revised Classification. Pediatrics 84(3), 422–428 (1989)
Carmant, L.: Mechanisms that might underlie progression of the epilepsies and how to potentially alter them. Advances in neurology 97, 305–314 (2006)
Karayiannis, N., Srinivasan, S., Bhattacharya, R., Wise, M., Frost, J.D., Mizrahi, E.: Extraction of motion strength and motor activity signals from video recordings of neonatal seizures. IEEE Transactions on Medical Imaging 20(9), 965–980 (2001)
Celka, P., Colditz, P.: A computer-aided detection of eeg seizures in infants: a singular-spectrum approach and performance comparison. IEEE Transactions on Biomedical Engineering 49(5), 455–462 (2002)
Faul, S., Boylan, G., Connolly, S., Marnane, L., Lightbody, G.: An evaluation of automated neonatal seizure detection methods. Clinical Neurophysiology (7), 1533–1541 (2005)
Sunderam, S., Osorio, I.: Mesial temporal lobe seizures may activate thermoregulatory mechanisms in humans: an infrared study of facial temperature. Epilepsy and Behavior 49(4), 399–406 (2003)
Ahlenius, S., Oprica, M., Eriksson, C., Winblad, B., Schultzberg, M.: Effects of kainic acid on rat body temperature: unmasking by dizocilpine. Neuropharmacology 43(1), 28–35 (2002)
Camenzind, M., Weder, M., Rossi, R., Kowtsch, C.: Remote sensing infrared thermography for mass-screening at airports and public events: Study to evaluate the mobile use of infrared cameras to identify persons with elevated body temperature and their use for mass screening. Technical Report 204991, EMPA Materials Science and Technology (2006)
Amalu, W.: Nondestructive testing of the human breast: the validity of dynamic stress testing in medical infrared breast imaging. In: Engineering in Medicine and Biology Society, 2004. IEMBS 2004. 26th Annual International Conference of the IEEE, vol. 2, pp. 1174–1177 (2004)
Isard, M., Blake, A.: Condensation – conditional density propagation for visual tracking. International Journal of Computer Vision 29(1), 5–28 (1998)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Torabi, A., Bilodeau, GA., Levesque, M., Langlois, J.M.P., Lema, P., Carmant, L. (2008). Measuring an Animal Body Temperature in Thermographic Video Using Particle Filter Tracking. In: Bebis, G., et al. Advances in Visual Computing. ISVC 2008. Lecture Notes in Computer Science, vol 5358. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-89639-5_103
Download citation
DOI: https://doi.org/10.1007/978-3-540-89639-5_103
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-89638-8
Online ISBN: 978-3-540-89639-5
eBook Packages: Computer ScienceComputer Science (R0)