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Seventh IEEE Workshops on Application of Computer Vision (WACV/MOTION'05) - Volume 1
A Two-Stage Template Approach to Person Detection in Thermal Imagery
Breckenridge, Colorado
January 05-January 07
ISBN: 0-7695-2271-8
| ASCII Text | x | ||
| James W. Davis, Mark A. Keck, "A Two-Stage Template Approach to Person Detection in Thermal Imagery," Applications of Computer Vision and the IEEE Workshop on Motion and Video Computing, IEEE Workshop on, vol. 1, pp. 364-369, Seventh IEEE Workshops on Application of Computer Vision (WACV/MOTION'05) - Volume 1, 2005. | |||
| BibTex | x | ||
| @article{ 10.1109/ACVMOT.2005.14, author = {James W. Davis and Mark A. Keck}, title = {A Two-Stage Template Approach to Person Detection in Thermal Imagery}, journal ={Applications of Computer Vision and the IEEE Workshop on Motion and Video Computing, IEEE Workshop on}, volume = {1}, year = {2005}, isbn = {0-7695-2271-8}, pages = {364-369}, doi = {http://doi.ieeecomputersociety.org/10.1109/ACVMOT.2005.14}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Applications of Computer Vision and the IEEE Workshop on Motion and Video Computing, IEEE Workshop on TI - A Two-Stage Template Approach to Person Detection in Thermal Imagery SN - 0-7695-2271-8 SP364 EP369 A1 - James W. Davis, A1 - Mark A. Keck, PY - 2005 KW - null VL - 1 JA - Applications of Computer Vision and the IEEE Workshop on Motion and Video Computing, IEEE Workshop on ER - | |||
We present a two-stage template-based method to detect people in widely varying thermal imagery. The approach initially performs a fast screening procedure using a generalized template to locate potential person locations. Next an AdaBoosted ensemble classifier using automatically tuned filters is employed to test the hypothesized person locations. We demonstrate and evaluate the approach using a challenging dataset of thermal imagery.
Citation:
James W. Davis, Mark A. Keck, "A Two-Stage Template Approach to Person Detection in Thermal Imagery," wacv-motion, vol. 1, pp.364-369, Seventh IEEE Workshops on Application of Computer Vision (WACV/MOTION'05) - Volume 1, 2005
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