Fast 2-D Complex Gabor Filter with Kernel Decomposition |
Lee, Hunsang
(Department of Computer Science & Engineering, Chungnam National University)
Um, Suhyuk (Department of Computer Science & Engineering, Chungnam National University) Kim, Jaeyoon (Department of Computer Science & Engineering, Chungnam National University) Min, Dongbo (Department of Computer Science & Engineering, Chungnam National University) |
1 | I. Daubechies, "The Wavelet Transform, Time-frequency Localization and Signal Analysis," IEEE Transactions on Information Theory, Vol. 36, No. 5, pp. 961-1005, 1990. DOI |
2 | J. Kamarainen, V. Kyrki, and H. Kalviainen, "Invariance Properties of Gabor Filter-based Features-overview and Applications," IEEE Transactions on Image Processing, Vol. 15, No. 5, pp. 1088-1099, 2006. DOI |
3 | L. Shen, L. Bai, and M.C. Fairhurst, “Gabor Wavelets and General Discriminant Analysis for Face Identification and Verification,” Image and Vision Computing, Vol. 25, No. 5, pp. 553-563, 2007. DOI |
4 | L. Xu, W. Lin, and C.-C. J. Kuo, Visual Quality Assessment by Machine Learning, Springer Briefs in Electrical and Computer Engineering, 2015. |
5 | J.G. Daugman, “Uncertainty Relation for Resolution in Space, Spatial Frequency, and Orientation Optimized by Two-dimensional Visual Cortical Filters,” The J ournal of the Optical Society of America A, Vol. 2, No. 7, pp. 1160-1169, 1985. DOI |
6 | S. Qiu, F. Zhou, and P.E. Crandall, “Discrete Gabor Transforms with Complexity O (nlogn),” Signal Processing, Vol. 77, No. 2, pp. 159-170, 1999. DOI |
7 | O. Nestares, R.F. Navarro, J. Portilla, and A. Tabernero, “Efficient Spatial-domain Implementation of a Multiscale Image Representation Based on Gabor Functions,” Journal of Electronic Imaging, Vol. 7, No. 1, pp. 166-173, 1998. DOI |
8 | I.T. Young, L.J. van Vliet, and M. van Ginkel, “Recursive Gabor Filtering,” IEEE Transactions on Signal Processing, Vol. 50, No. 11, pp. 2798-2805, 2002. DOI |
9 | L.J. van Vliet, I.T. Young, and P.W. Verbeek, "Recursive Gaussian Derivative Filters," Proceeding of International Conference on Pattern Recognition, pp. 509-514, 1998. |
10 | A. Bernardino and J. Santos-Victor, “Fast IIR Isotropic 2D Complex Gabor Filters with Boundary Initialization,” IEEE Transactions on Signal Processing, Vol. 15, No. 11, pp. 3338-3348, 2006. |
11 | Y. Cheng, Z. Jin, H. Chen, Y. Zhang, and X. Yin, "A Fast and Robust Face Recognition Approach Combining Gabor Learned Dictionaries and Collaborative Representation," International Journal of Machine Learning and Cybernetics, Vol. 7, No. 1, pp. 47-52, 2016. DOI |
12 | Z. Lei, S. Liao, R. He, M. Pietikainen, and S.Z. Li, "Gabor Volume Based Local Binary Pattern for Face Representation and Recognition," Proceeding of IEEE International Conference on Automatic Face and Gesture Recognition, pp. 1-6, 2008. |
13 | A.K. Gangwar and A. Joshi, "Local Gabor Rank Pattern (LGRP): A Novel Descriptor for Face Representation and Recognition," Proceeding of IEEE International Workshop on Information Forensics and Security, pp. 1-6, 2015. |
14 | I.T. Young and L.J. van Vliet, “Recursive Implementation of the Gaussian Filter,” Signal Processing, Vol. 44, No. 2, pp. 139-151, 1995. DOI |
15 | L. Wiskott, J.-M. Fellous, N. Kruger, and C. von der Malsburg, "Face Recognition by Elastic Bunch Graph Matching," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, No. 7, pp. 775-779, 1997. DOI |
16 | C. Liu and H. Wechsler, “Independent Component Analysis of Gabor Features for Face Recognition,” IEEE Transactions on Neural Networks, Vol. 14, No. 4, pp. 919-928, 2003. DOI |
17 | C. Li, G. Duan, and F. Zhong, “Rotation Invariant Texture Retrieval Considering the Scale Dependence of Gabor Wavelet,” IEEE Transactions on Image Processing, Vol. 24, No. 8, pp. 2344-2354, 2015. DOI |
18 | The Usc-Sipi Image Database, http://sipi.usc.edu/services/database (accessed Jan., 17, 2017). |
19 | S. Um, J. Kim, and D. Min, "Fast 2-D Complex Gabor Filter with Kernel Decomposition," arXiv:1704.05231, 2017. |
20 | Min Woo Park, Kwang Hee Won, Soon Ki Jung, "Vehicle Detection and Tracking using Billboard Sweep Stereo Matching Algorithm," Journal of Korea Multimedia Society, Vol. 16, No. 6, pp. 764-781, 2013 DOI |