Electronic Science and Technology ›› 2020, Vol. 33 ›› Issue (6): 63-68.doi: 10.16180/j.cnki.issn1007-7820.2020.06.012
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WANG Chunjiang1,ZHANG Meng2,ZHANG Jianfei1
Received:2019-06-11
Online:2020-06-15
Published:2020-06-18
Supported by:CLC Number:
WANG Chunjiang,ZHANG Meng,ZHANG Jianfei. Design of Living Face Recognition System Based on Web Camera[J].Electronic Science and Technology, 2020, 33(6): 63-68.
Figure 1.
Extended Haar features"
Figure 2.
Integration diagram"
Figure 3.
Regional integration calculation"
Figure 4.
Difference between LBP and CoALBP histogram (a)Sample image (b)LBP statistical results (c)CoALBP statistical results"
Figure 5.
LPQ operator operation flowchart"
Figure 6.
LBP definition"
Figure 7.
LBP feature extraction process (a) Face segmentation (b)Block LBP teatures (c) LBP features of the whole map"
Figure 8.
System structure"
Figure 9.
System power supply diagram"
Figure 10.
PLL input reference clock circuit diagram"
Figure 11.
RTC clock circuit"
Figure 12.
Video capture circuit"
Figure 13.
Face detection algorithm flow chart"
Figure 14.
Flowchart of face live detection algorithm"
Figure 15.
Face recognition algorithm flow chart"
Figure 16.
Hardware platform"
Figure 17.
System test results"
| [1] | 李侃, 廖启征 .基于 S3C2410 平台与嵌入式 Linux 的图像采集应用[J]. ARM 开发与应用, 2006,22(8):125-168. |
| Li Kan, Liao Qizheng . Image acquisition application based on S3C2410 platform and embedded Linux[J]. ARM Development and Application, 2006,22(8):125-168. | |
| [2] | Hill H, Bruce V . Effects of lighting on matching facial surfaces[J]. Journal of Experimental Psychology: Human Perception and Performance, 1996(22):986-1004. |
| [3] | Wang Jing, Su Guangda . Sparse representation for face recognition based on constraint sampling and face alignment[J]. IEEE Transactions on Computer Science, 2013,18(1):62-67. |
| [4] | Viola P, Jones M J. Robust real-time face detection[C]. International Journal of Computer Vision, 2004,57(2):137-154. |
| [5] | Paul Viola, Jones M . Fast and robust classification using asymmetric[J]. NIPS, 2001(9):36-48. |
| [6] | Lienhart R, Maydt J . An extended set of Haar-like features for rapid object detection[J]. IEEE Image Processing, 2002(3):900-903. |
| [7] | Viola P, Jones M . Rapid object detection using a boosted cascade of simple features[C]. Boston:Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 200l(1):511-518. |
| [8] | Kim G, Eum S, Suhr J K, et al. Face liveness detection based on texture and frequency analyses[C]. New York:5 th International Conference on IAPR,IEEE , 2012. |
| [9] | Qi X, Xiao R, Li C G , et al. Pairwise rotation invariant cooccurrence local binary pattern[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014,36(11):2199-2213. |
| [10] | Ojansivu V, Janne Heikkilä. Blur insensitive texture classification using local phase quantization[C]. Berlin:International Conference on Image & Signal Process,Springer-Verlag, 2008. |
| [11] | Ctores C, Vapnik V N . Support Vector Network[J]. Machine Learning, 1995(20):1-25. |
| [12] | Deng Zhang, Shingo Mabu, Kotaro Hirasawa . Robust intelligent PCA-based face recognition framework using GNP-fuzzy data mining[J]. IEEE Transactions on Electrical and Electronic Engineering, 2013,8(3):253-262. |
| [13] | Hi Silicon Technologies.Hi3518E datasheet[EB/OL].( 2012- 07- 16)[2019-03-11]http://www.datasheetcafe.com/hi3518-datasheet-pdf . |
| [14] | Toshiba America Electronic Components.SC2235 datasheet[EB/OL].( 2013- 11- 23)[2019-03-15]http://www.smartsenstech.com/product.html . |
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