Analyzing Human's Motion Pattern Using Sensor Fusion in Complex Spatial Environments

作者: Han-Ho Tark , Taeseok Jin

DOI: 10.5391/JKIIS.2014.24.6.597

关键词:

摘要: We propose hybrid-sensing system for human tracking. This uses laser scanners and image sensors is applicable to wide crowded area such as hallway of university. Concretely, tracking using at base are used identification when lose persons by occlusion, entering room or going up stairs. developed the method this system. Our following: 1. Best-shot images (human which show feature clearly) obtained help position direction data scanners. 2. Human conducted calculating correlation between color histograms best-shot images. It becomes possible conduct even in scenes estimating In experiment station, some effectiveness became clear.

参考文章(13)
P. Pérez, C. Hue, J. Vermaak, M. Gangnet, Color-Based Probabilistic Tracking european conference on computer vision. pp. 661- 675 ,(2002) , 10.1007/3-540-47969-4_44
Kyung-Hoon Jung, Jung-Min Kim, Jung-Je Park, Sung-Shin Kim, Sun-Il Bae, Line Tracking Method of AGV using Sensor Fusion Journal of The Korean Institute of Intelligent Systems. ,vol. 20, pp. 54- 59 ,(2010) , 10.5391/JKIIS.2010.20.1.054
Tae-Seok Jin, Hideki Hashimoto, 3D Walking Human Detection and Tracking based on the IMPRESARIO Framework The International Journal of Fuzzy Logic and Intelligent Systems. ,vol. 8, pp. 163- 169 ,(2008) , 10.5391/IJFIS.2008.8.3.163
Jie Yang, Yangsheng Xu, C.S. Chen, Human action learning via hidden Markov model systems man and cybernetics. ,vol. 27, pp. 34- 44 ,(1997) , 10.1109/3468.553220
Michael T Chan, Anthony Hoogs, John Schmiederer, Michael Petersen, None, Detecting rare events in video using semantic primitives with HMM international conference on pattern recognition. ,vol. 4, pp. 150- 154 ,(2004) , 10.1109/ICPR.2004.294
Kwang-Enu Ko, Seung-Min Park, Jun-Yeup Kim, Kwee-Bo Sim, HMM-based Intent Recognition System using 3D Image Reconstruction Data Journal of Korean Institute of Intelligent Systems. ,vol. 22, pp. 135- 140 ,(2012) , 10.5391/JKIIS.2012.22.2.135
Bae-Hoon Choi, Beom-Seong Kim, Eun-Tai Kim, Location Estimation and Obstacle tracking using Laser Scanner for Indoor Mobile Robots Journal of The Korean Institute of Intelligent Systems. ,vol. 21, pp. 329- 334 ,(2011) , 10.5391/JKIIS.2011.21.3.329
Hyong-Euk Lee, Yong-Hwi Kim, Kwang-Hyun Park, Yong-Su Kim, Jin-Woo June, Joonmyun Cho, MinGyoung Kim, Z. Zenn Bien, Fuzzy Inductive Learning System for Learning Preference of the User's Behavior Pattern Journal of Fuzzy Logic and Intelligent Systems. ,vol. 15, pp. 805- 812 ,(2005) , 10.5391/JKIIS.2005.15.7.805
H. Zhao, R. Shibasaki, A novel system for tracking pedestrians using multiple single-row laser-range scanners systems man and cybernetics. ,vol. 35, pp. 283- 291 ,(2005) , 10.1109/TSMCA.2005.843396