A new algorithm of face recognition with illumination variation

Wu Lifang; Zhao Xiaoqing; He Xiaoguang; Tu Ling; Tian Jie

doi:10.1109/ICICIC.2006.12

A new algorithm of face recognition with illumination variation

Wu Lifang^*
, Zhao Xiaoqing
, He Xiaoguang
, Tu Ling
, Tian Jie

^*Corresponding author for this work

Beijing University of Technology
CAS - Institute of Automation

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

In this paper, an algorithm is proposed to recognize faces with illumination variation. First the reflectance at every point is estimated by symmetry on face from two images in different known illumination. Then face images in different illumination are generated by the reflectance. Finally, Face recognition is implemented by comparing the similarity between test image and generated images. Experimental results from Yale Face Database B confirm the efficiency of our algorithm.

Original language	English
Title of host publication	First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06
Pages	18-21
Number of pages	4
DOIs	https://doi.org/10.1109/ICICIC.2006.12
State	Published - 2006
Externally published	Yes
Event	1st International Conference on Innovative Computing, Information and Control 2006, ICICIC'06 - Beijing, United States Duration: 30 Aug 2006 → 1 Sep 2006

Publication series

Name	First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06

Conference

Conference	1st International Conference on Innovative Computing, Information and Control 2006, ICICIC'06
Country/Territory	United States
City	Beijing
Period	30/08/06 → 1/09/06

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10.1109/ICICIC.2006.12

Cite this

Lifang, W., Xiaoqing, Z., Xiaoguang, H., Ling, T., & Jie, T. (2006). A new algorithm of face recognition with illumination variation. In First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06 (pp. 18-21). Article 1691731 (First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06). https://doi.org/10.1109/ICICIC.2006.12

@inproceedings{eccdda130557403386616313bd87f034,

title = "A new algorithm of face recognition with illumination variation",

abstract = "In this paper, an algorithm is proposed to recognize faces with illumination variation. First the reflectance at every point is estimated by symmetry on face from two images in different known illumination. Then face images in different illumination are generated by the reflectance. Finally, Face recognition is implemented by comparing the similarity between test image and generated images. Experimental results from Yale Face Database B confirm the efficiency of our algorithm.",

author = "Wu Lifang and Zhao Xiaoqing and He Xiaoguang and Tu Ling and Tian Jie",

year = "2006",

doi = "10.1109/ICICIC.2006.12",

language = "英语",

isbn = "0769526160",

series = "First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06",

pages = "18--21",

booktitle = "First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06",

note = "1st International Conference on Innovative Computing, Information and Control 2006, ICICIC'06 ; Conference date: 30-08-2006 Through 01-09-2006",

}

Lifang, W, Xiaoqing, Z, Xiaoguang, H, Ling, T & Jie, T 2006, A new algorithm of face recognition with illumination variation. in First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06., 1691731, First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06, pp. 18-21, 1st International Conference on Innovative Computing, Information and Control 2006, ICICIC'06, Beijing, United States, 30/08/06. https://doi.org/10.1109/ICICIC.2006.12

A new algorithm of face recognition with illumination variation. / Lifang, Wu; Xiaoqing, Zhao; Xiaoguang, He et al.
First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06. 2006. p. 18-21 1691731 (First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A new algorithm of face recognition with illumination variation

AU - Lifang, Wu

AU - Xiaoqing, Zhao

AU - Xiaoguang, He

AU - Ling, Tu

AU - Jie, Tian

PY - 2006

Y1 - 2006

N2 - In this paper, an algorithm is proposed to recognize faces with illumination variation. First the reflectance at every point is estimated by symmetry on face from two images in different known illumination. Then face images in different illumination are generated by the reflectance. Finally, Face recognition is implemented by comparing the similarity between test image and generated images. Experimental results from Yale Face Database B confirm the efficiency of our algorithm.

AB - In this paper, an algorithm is proposed to recognize faces with illumination variation. First the reflectance at every point is estimated by symmetry on face from two images in different known illumination. Then face images in different illumination are generated by the reflectance. Finally, Face recognition is implemented by comparing the similarity between test image and generated images. Experimental results from Yale Face Database B confirm the efficiency of our algorithm.

UR - https://www.scopus.com/pages/publications/45849146195

U2 - 10.1109/ICICIC.2006.12

DO - 10.1109/ICICIC.2006.12

M3 - 会议稿件

AN - SCOPUS:45849146195

SN - 0769526160

SN - 9780769526164

T3 - First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06

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BT - First International Conference on Innovative Computing, Information and Control 2006, ICICIC'06

T2 - 1st International Conference on Innovative Computing, Information and Control 2006, ICICIC'06

Y2 - 30 August 2006 through 1 September 2006

ER -

A new algorithm of face recognition with illumination variation

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