Sensor fusion-based people counting system using the active appearance models

Seung Wook Kim, June Young Jung, Seung Jun Lee, Aldo W. Morales, Sung-Jea Ko

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

The paper presents a novel robust people counting system using the active appearance model (AAM). Conventional people counting methods utilizing the monoscopic or stereoscopic image data often fail due to occasional illumination change and crowded environment. The proposed algorithm uses both the vision and depth image captured by a vision-plus-depth camera mounted on the ceiling. Then, we construct a 3D human model from the depth image using the AAM to segment and recognize human objects. Experimental results show that the proposed algorithm achieves over 97% accuracy in various testing environments.

Original languageEnglish
Title of host publicationDigest of Technical Papers - IEEE International Conference on Consumer Electronics
Pages65-66
Number of pages2
DOIs
Publication statusPublished - 2013 Apr 24
Event2013 IEEE International Conference on Consumer Electronics, ICCE 2013 - Las Vegas, NV, United States
Duration: 2013 Jan 112013 Jan 14

Other

Other2013 IEEE International Conference on Consumer Electronics, ICCE 2013
CountryUnited States
CityLas Vegas, NV
Period13/1/1113/1/14

Fingerprint

Fusion reactions
Sensors
Ceilings
Lighting
Cameras
Testing

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Industrial and Manufacturing Engineering

Cite this

Kim, S. W., Jung, J. Y., Lee, S. J., Morales, A. W., & Ko, S-J. (2013). Sensor fusion-based people counting system using the active appearance models. In Digest of Technical Papers - IEEE International Conference on Consumer Electronics (pp. 65-66). [6486797] https://doi.org/10.1109/ICCE.2013.6486797

Sensor fusion-based people counting system using the active appearance models. / Kim, Seung Wook; Jung, June Young; Lee, Seung Jun; Morales, Aldo W.; Ko, Sung-Jea.

Digest of Technical Papers - IEEE International Conference on Consumer Electronics. 2013. p. 65-66 6486797.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kim, SW, Jung, JY, Lee, SJ, Morales, AW & Ko, S-J 2013, Sensor fusion-based people counting system using the active appearance models. in Digest of Technical Papers - IEEE International Conference on Consumer Electronics., 6486797, pp. 65-66, 2013 IEEE International Conference on Consumer Electronics, ICCE 2013, Las Vegas, NV, United States, 13/1/11. https://doi.org/10.1109/ICCE.2013.6486797
Kim SW, Jung JY, Lee SJ, Morales AW, Ko S-J. Sensor fusion-based people counting system using the active appearance models. In Digest of Technical Papers - IEEE International Conference on Consumer Electronics. 2013. p. 65-66. 6486797 https://doi.org/10.1109/ICCE.2013.6486797
Kim, Seung Wook ; Jung, June Young ; Lee, Seung Jun ; Morales, Aldo W. ; Ko, Sung-Jea. / Sensor fusion-based people counting system using the active appearance models. Digest of Technical Papers - IEEE International Conference on Consumer Electronics. 2013. pp. 65-66
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