Registration method between ToF and color cameras for face recognition

Joongrock Kim, Sangheon Park, Sooyeon Kim, Sangyoun Lee

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

4 Citations (Scopus)

Abstract

Since 3D data has additional depth information than 2D image, it can be used various researches and applications such as robot vision, car navigation and human computer interaction. Especially, 3D face recognition is robust against facial pose and light variation since it can use 3D face shape information such as facial profile, curvature and depth map. However, it is difficult to acquire 3D face data in real-time since conventional 3D data acquisition systems like laser scanner or structured light system are very slow for the data capturing. Recently, Time-of-Flight (ToF) camera provides full range distance data at high framerates and thus comes into the spotlight as an alternative to conventional 3D acquisition systems. ToF camera provides both distance images and gray-scale images simultaneously in realtime. However, it has drawbacks which are low resolution and gray-scale image, not color image. In this paper, a registration method of color and ToF cameras is presented to find precise corresponding color pixel information with range distance data from ToF camera.

Original languageEnglish
Title of host publicationProceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
Pages1977-1980
Number of pages4
DOIs
Publication statusPublished - 2011 Sep 5
Event2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011 - Beijing, China
Duration: 2011 Jun 212011 Jun 23

Other

Other2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
CountryChina
CityBeijing
Period11/6/2111/6/23

Fingerprint

Face recognition
Cameras
Color
Human computer interaction
Computer vision
Data acquisition
Navigation
Railroad cars
Pixels
Lasers

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Industrial and Manufacturing Engineering

Cite this

Kim, J., Park, S., Kim, S., & Lee, S. (2011). Registration method between ToF and color cameras for face recognition. In Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011 (pp. 1977-1980). [5975916] https://doi.org/10.1109/ICIEA.2011.5975916
Kim, Joongrock ; Park, Sangheon ; Kim, Sooyeon ; Lee, Sangyoun. / Registration method between ToF and color cameras for face recognition. Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011. 2011. pp. 1977-1980
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Kim, J, Park, S, Kim, S & Lee, S 2011, Registration method between ToF and color cameras for face recognition. in Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011., 5975916, pp. 1977-1980, 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011, Beijing, China, 11/6/21. https://doi.org/10.1109/ICIEA.2011.5975916

Registration method between ToF and color cameras for face recognition. / Kim, Joongrock; Park, Sangheon; Kim, Sooyeon; Lee, Sangyoun.

Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011. 2011. p. 1977-1980 5975916.

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

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Kim J, Park S, Kim S, Lee S. Registration method between ToF and color cameras for face recognition. In Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011. 2011. p. 1977-1980. 5975916 https://doi.org/10.1109/ICIEA.2011.5975916