激光与光电子学进展, 2018, 55 (3): 031009, 网络出版: 2018-09-10   

基于梯度方向直方图的人脸活体检测方法 下载: 2057次

Face Liveness Detection Method Based on Histogram of Oriented Gradient
作者单位
西安建筑科技大学信息与控制工程学院, 陕西 西安 710055
引用该论文

孔月萍, 刘霞, 谢心谦, 李凤洁. 基于梯度方向直方图的人脸活体检测方法[J]. 激光与光电子学进展, 2018, 55(3): 031009.

Yueping Kong, Xia Liu, Xinqian Xie, Fengjie Li. Face Liveness Detection Method Based on Histogram of Oriented Gradient[J]. Laser & Optoelectronics Progress, 2018, 55(3): 031009.

参考文献

[1] KimG, EumS, Suhr JK, et al. Face liveness detection based on texture and frequency analyses[C]. IAPR International Conference on Biometrics, 2012: 67- 72.

[2] 卢燕飞, 冯莉, 李兴华, 等. 基于图像表面梯度的翻拍检测[J]. 北京交通大学学报, 2012, 36(5): 57-61.

    Lu Y F, Feng L, Li X H, et al. Recaptured image detection based on surface gradient[J]. Journal of Beijing Jiaotong University, 2012, 36(5): 57-61.

[3] Li J W, Wang Y H, Tan T N, et al. Live face detection based on the analysis of Fourier spectra[J]. Biometric Technology for Human Identification, 2004, 5404: 296-303.

[4] Liu H, Wang R, Yan D, et al. Non-intrusion face liveness detection based on SVD and HSV color space histogram[J]. Journal of Computational Information Systems, 2014, 10(9): 3767-3775.

[5] Maatta J, Hadid A, Pietikainen M. Face spoofing detection from single images using texture and local shape analysis[J]. IET Biometrics, 2012, 1(1): 3-10.

[6] ChingovskaI, AnjosA, MarcelS. On the effectiveness of local binary patterns in face anti-spoofing[C]//Proceedings of the International Conference of Biometrics Special Interest Group, 2012: 13029854.

[7] Pereira T D F, Komulainen J, Anjos A, et al. Face liveness detection using dynamic texture[J]. Eurasip Journal on Image and Video Processing, 2014, 2014(1): 2.

[8] DasD, ChakrabortyS. Face liveness detection based on frequency and micro-texture analysis[C]//International Conference on Advances in Engineering and Technology Research, 2014: 14855246.

[9] MaattaJ, HadidA, PietikainenM. Face spoofing detection from single images using micro-texture analysis[C]//International Joint Conference on Biometrics, IEEE Computer Society, 2011: 12494356.

[10] 邓刚, 曹波, 苗军, 等. 基于支持向量机眼动模型的活性判别算法[J]. 计算机辅助设计与图形学学报, 2003, 15(7): 853-857.

    Deng G, Cao B, Miao J, et al. A liveness check algorithm based on eye movement model using SVM[J]. Journal of Computer-aided Design & Computer Graphics, 2003, 15(7): 853-857.

[11] Smiatacz M. Liveness measurements using optical flow for biometric person authentication[J]. Metrology & Measurement Systems, 2012, 19(2): 257-268.

[12] Singh AK, JoshiP, Nandi GC. Face recognition with liveness detection using eye and mouth movement[C]//International Conference on Signal Propagation and Computer Technology, 2014: 14544865.

[13] Boutellaa E, Boulkenafet Z, Komulainen J. et al. Audiovisual synchrony assessment for replay attack detection in talking face biometrics[J]. Multimedia Tools and Applications, 2016, 75(9): 5329-5343.

[14] 黄叶珏. 基于交互式随机动作的人脸活体检测[J]. 软件导刊, 2015, 14(12): 26-27.

[15] Hou Y L, Hao X L, Wang Y Y, et al. Multispectral face liveness detection method based on gradient features[J]. Optical engineering, 2013, 52(11): 113102.

[16] Wang YY, Hao XL, Hou YL, et al. A new multispectral method for face liveness detection[C]//2nd IAPR Asian Conference on Pattern Recognition, 2013: 922- 926.

[17] 邓小琴, 朱启兵, 黄敏. 融合光谱、纹理及形态特征的水稻种子品种高光谱图像单粒鉴别[J]. 激光与光电子学进展, 2015, 52(2): 021001.

    Deng X Q, Zhu Q B, Huang M. Variety discrimination for single rice seed by integrating spectral, texture and morphological features based on hyperspectral image[J]. Laser & Optoelectronics Progress, 2015, 52(2): 021001.

[18] 孙玉娟, 董军宇, 王增锋. 灰度一致纹理图像的光参数估算方法[J]. 激光与光电子学进展, 2017, 54(6): 061002.

    Sun Y J, Dong J Y, Wang Z F. Estimation of lighting parameters for uniform texture image[J]. Laser & Optoelectronics Progress, 2017, 54(6): 061002.

[19] 曹瑜, 涂玲, 毋立芳. 身份认证中灰度共生矩阵和小波分析的活体人脸检测算法[J]. 信号处理, 2014, 30(7): 830-835.

    Cao Y, Tu L, Wu L F. Face liveness detection using gray level co-occurrence matrix and wavelets analysis in identity authentication[J]. Journal of Signal Processing, 2014, 30(7): 830-835.

[20] 王宇, 朴燕, 孙荣春. 结合同场景彩色图像的深度图超分辨率重建[J]. 光学学报, 2017, 37(8): 0810002.

    Wang Y, Piao Y, Sun R C. Depth image super-resolution construction combined with high-resolution color image of the same scene[J]. Acta Optica Sinica, 2017, 37(8): 0810002.

[21] Tan XY, LiY, LiuJ, et al. Face liveness detection from a single image with sparse low rank bilinear discriminative model[C]//European Conference on Computer Vision, 2010, 6316: 504- 517.

[22] DalalN, TriggsB. Histograms of oriented gradients for human detection[C]//IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005, 1( 12): 886- 893.

[23] 姚志均. 一种新的空间直方图相似性度量方法及其在目标跟踪中的应用[J]. 电子与信息学报, 2013, 35(7): 1644-1649.

    Yao Z J. A new spatiogram similarity measure method and its application to object tracking[J]. Journal of Electronics & Information Technology, 2013, 35(7): 1644-1649.

[24] Gao X T, Ng T T, Qiu B. et al. Single-view recaptured image detection based on physics-based features[J]. IEEE International Conference on Multimedia and Expo, 2010: 1469-1474.

[25] 胡志冬. 相关系数和卡方检验的正负关联规则挖掘算法[J]. 微型机与应用, 2013, 32(16): 64-67.

    Hu Z D. Mining of positive and negative association rules and development tendency in multi-database[J]. Microcomputer & Its Application, 2013, 32(16): 64-67.

孔月萍, 刘霞, 谢心谦, 李凤洁. 基于梯度方向直方图的人脸活体检测方法[J]. 激光与光电子学进展, 2018, 55(3): 031009. Yueping Kong, Xia Liu, Xinqian Xie, Fengjie Li. Face Liveness Detection Method Based on Histogram of Oriented Gradient[J]. Laser & Optoelectronics Progress, 2018, 55(3): 031009.

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