Relation of Gabor Mirror-like Odd and Even Features and Facial Image Symmetry

doi:10.3969/j.issn.1000-3428.2010.08.008

Computer Engineering ›› 2010, Vol. 36 ›› Issue (8): 21-22. doi: 10.3969/j.issn.1000-3428.2010.08.008

• Degree Paper • Previous Articles Next Articles

Relation of Gabor Mirror-like Odd and Even Features and Facial Image Symmetry

ZHAO Ying-nan1,2,3, JIN Zhong1, LIU Chuan-cai1, MENG Fan-bin3

(1. School of Computer Science and Technology, Nanjing University of Science and Technology, Nanjing 210094; 2. College of Computer and Software, Nanjing University of Information Science and Technology, Nanjing 210044; 3. College of Physics Science and Information Engineering, Jishou University, Jishou 416000)

Received:1900-01-01 Revised:1900-01-01 Online:2010-04-20 Published:2010-04-20

Gabor镜像奇偶特征与人脸图像对称性的关系

赵英男1,2,3，金忠1，刘传才1，孟凡斌3

(1. 南京理工大学计算机科学与技术学院，南京 210094；2. 南京信息工程大学计算机与软件学院，南京 210044；3. 吉首大学物理科学与信息工程学院，吉首 416000)

Abstract

Abstract: On the base of mirror transformation, this paper presents the extraction process of Gabor mirror-like odd and even features. Aiming at YaleB face image database, it conducts symmetrical analysis quantitatively on different subsets of face images through experiments, studies the relation in terms of the odd and even Gabor features of a single facial image and the recognition rates of the whole database.

Key words: Gabor filter, mirror-like transformation, face recognition

摘要： 在镜像变换的基础上，给出Gabor镜像奇、偶特征的提取过程，针对YaleB人脸库图像，通过实验对不同子集人脸图像进行定量的对称性分析，并从单幅人脸图像的Gabor镜像奇、偶特征及整体人脸库的目标识别率两方面分析Gabor镜像奇偶特征和人脸图像对称性的关系。

关键词: Gabor滤波器, 镜像变换, 人脸识别

CLC Number:

TN911.73

ZHAO Ying-nan; JIN Zhong; LIU Chuan-cai; MENG Fan-bin. Relation of Gabor Mirror-like Odd and Even Features and Facial Image Symmetry[J]. Computer Engineering, 2010, 36(8): 21-22.

赵英男;金忠;刘传才;孟凡斌. Gabor镜像奇偶特征与人脸图像对称性的关系[J]. 计算机工程, 2010, 36(8): 21-22.

/ / Recommend / Download Citations

URL: http://www.ecice06.com/EN/10.3969/j.issn.1000-3428.2010.08.008

http://www.ecice06.com/EN/Y2010/V36/I8/21

[1]	XU Runhao, CHENG Jixiang, LI Zhidan, FU Xiaolong. Face Recognition with Occlusion Based on Cyclic Generative Adversarial Networks [J]. Computer Engineering, 2022, 48(5): 289-296,305.
[2]	HUANG Yifang, WEI Dandan, WU Miao, LI Huibin, GUO Meng. Overview of Anti-Spoofing Methods of Face Recognition Systems for Different Sensors and Complex Scenes [J]. Computer Engineering, 2021, 47(12): 1-18.
[3]	KE Pengfei, CAI Maoguo, WU Tao. Face Recognition Algorithm Based on Improved Convolutional Neural Network and Ensemble Learning [J]. Computer Engineering, 2020, 46(2): 262-267,273.
[4]	WANG Lijuan, LI Keai, HAO Zhifeng, CAI Ruichu, YIN Ming. Robust Regression Model Based on Low Rank Representation [J]. Computer Engineering, 2020, 46(1): 74-79,86.
[5]	MA Yuxi,TAN Li,DONG Xu,YU Chongchong. Interactive Liveness Detection Algorithm for VTM [J]. Computer Engineering, 2019, 45(3): 256-261.
[6]	ZHANG Yuping, GONG Xiaofeng, LUO Ruisen. Face Recognition Based on Sparse Two-Direction Two-Dimensional Principle Component Analysis [J]. Computer Engineering, 2019, 45(12): 232-236.
[7]	YUAN Xiaocui,CHEN Huawei. Feature Surface Segmentation and Recognition Method for Point Cloud Model [J]. Computer Engineering, 2018, 44(11): 245-250.
[8]	WEI Mingjun,XU Daoyun,XU Mengke. Automatic Weighting Sparse Representation Algorithm Based on Blocks by Mean Square Deviation [J]. Computer Engineering, 2017, 43(5): 174-178,184.
[9]	SONG Qipeng,TANG Jinglei,XIN Jing. 3-dimensional Reconstruction for Soybean Plant of Seedling Stage Based on Growth Model [J]. Computer Engineering, 2017, 43(5): 275-280.
[10]	LIAO Zhouyu,WANG Yuting,XIE Xiaolan,LIU Jianming. Face Recognition by Support Vector Machine Based on Particle Swarm Optimization [J]. Computer Engineering, 2017, 43(12): 248-254.
[11]	MIN Yongzhi,CHENG Tiandong,YIN Chao,YUE Biao,XIAO Benyu,MA Hongfeng. Texture Image Segmentation Based on GLCM and Self-adaptive Gabor Filter Bank [J]. Computer Engineering, 2017, 43(1): 280-286.
[12]	FENG Siyu,LEI Yinjie,ZHOU Xinzhi. 3D Face Recognition with Partial Facial Data and Single Sample [J]. Computer Engineering, 2016, 42(9): 144-150.
[13]	HUANG Miao,WANG Liutao,ZHANG Haichao. Face Recognition Based on Gabor Wavelet Transform and K-L Gaussian Riemannian Manifold Discriminant [J]. Computer Engineering, 2016, 42(9): 208-213.
[14]	LI Min,ZHANG Qin,SONG Yuecong,LIU Heng. A Cognitive Physics Method for Identifying Moving Human Bodies in Videos [J]. Computer Engineering, 2016, 42(8): 146-152.
[15]	JIANG Yanxia,WU Tengfei,LIU Ziyuan. Face Recognition Algorithm Based on Weighted Neighborhood Maximum Margin Discriminant Embedding [J]. Computer Engineering, 2016, 42(6): 167-170.

Please choose a citation manager

Content to export

Relation of Gabor Mirror-like Odd and Even Features and Facial Image Symmetry

Gabor镜像奇偶特征与人脸图像对称性的关系

PDF

Knowledge

Cited

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments

模态框（Modal）标题

Please choose a citation manager

Content to export

Relation of Gabor Mirror-like Odd and Even Features and Facial Image Symmetry

Gabor镜像奇偶特征与人脸图像对称性的关系

PDF

Knowledge

Cited

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments