An algorithm of face recognition under difficult lighting conditions

被引：0

作者：

Forczmanski, Pawel ^{[1
]}

Kukharev, Georgy ^{[1
]}

Shchegoleva, Nadezhda L'vovna ^{[2
]}

机构：

[1] W Pomeranian Univ Technol, Fac Comp Sci & Informat Syst, PL-71210 Szczecin, Poland

[2] St Petersburg State Electrotech Univ LETI, St Petersburg, Russia

来源：

PRZEGLAD ELEKTROTECHNICZNY | 2012年 / 88卷 / 10B期

关键词：

face recognition; illumination reduction; two-dimensional Discrete Cosine Transform;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

The paper addresses the problem of face recognition for images with lighting problems - flashes, shadows and very low brightness level. Presented algorithm, allowing to eliminate above problems, is based on 2DDCT (two-dimensional Discrete Cosine Transform) supported by brightness gradient reduction, reduction of spatial low frequency spectral components and fusion of spectral features conditioned on average intensities. Presented experiments were conducted on image databases Yale B and Yale B+.

引用

页码：201 / 204

页数：4

共 12 条

[1] ILLUMINATION INVARIANT FACE RECOGNITION IN LOGARITHM DISCRETE COSINE TRANSFORM DOMAIN [J].

Abbas, A. ;

Khalil, M. I. ;

AbdelHay, S. ;

Fahmy, Hossam M. A. .

2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6, 2009, :4157-4160

[2]

[Anonymous], IEEE C COMP VIS PATT

[3] Illumination invariant extraction for face recognition using neighboring wavelet coefficients [J].

Cao, X. ;

Shen, W. ;

Yu, L. G. ;

Wang, Y. L. ;

Yang, J. Y. ;

Zhang, Z. W. .

PATTERN RECOGNITION, 2012, 45 (04) :1299-1305

[4] Illumination compensation and normalization for robust face recognition using discrete cosine transform in logarithm domain [J].

Chen, Weilong ;

Er, Meng Joo ;

Wu, Shiqian .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2006, 36 (02) :458-466

[5] PCA and LDA in DCT domain [J].

Chen, WL ;

Er, MJ ;

Wu, SQ .

PATTERN RECOGNITION LETTERS, 2005, 26 (15) :2474-2482

[6] Face recognition based on 2D images under illumination and pose variations [J].

Choi, Sang-Il ;

Choi, Chong-Ho ;

Kwak, Nojun .

PATTERN RECOGNITION LETTERS, 2011, 32 (04) :561-571

[7]

Goel T., 2011, INT J COMPUTER APPL, V28, P1

[8]

Hu H., LECT NOTES COMPUTE 2, P308

[9]

Kukharev G., 2006, PEOPLE RECOGNITION B, P176

[10]

Liau HF., 2010, INT J COMPUTER NETWO, V2, P308

← 1 2 →