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Journals/Book articles:

[1]. M. Savvides, B.V.K. Vijaya Kumar and P.K. Khosla, "Two-class minimax distance transform correlation filter," Applied Optics, Vol. 41, 6829-6840, November 2002, 2002

[2].B.V.K. Vijaya Kumar, M. Savvides, C. Xie, K. Venkataramani, J. Thornton and A. Mahalanobis, “Biometric Verification using Correlation Filters”, Applied Optics, Vol.43 (2), pp391-402, January 2004.

[3].S. Li Wijaya, M. Savvides, and B.V.K. Vijaya Kumar, “Verification of Low-bitrate JPEG2000 Wavelet Reconstructed Face Images using Advanced Correlation Filters”, Applied Optics, Vol. 44 (5), pp.655-665, Februrary 2005

[4].S. Mitra, M. Savvides and B.V.K. Vijaya Kumar, “Human Identification Using Novel Frequency Domain Based Facial Asymmetry Measures”, submitted to IEEE Transaction on Information Forensics and Security.

[5].J. Thornton, M. Savvides, B.V.K. Vijaya Kumar, “Bayesian Approach to Deformed Iris Pattern Matching”, submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI).

[6].S. Mitra, M. Savvides, A. Brockwell, “Human Face Identification under Illumination Variations Using Gaussian Mixture Models based on the Frequency Spectra”, submitted to IEEE Transactions on Pattern Analysis on Machine Intelligence (PAMI).

[7].B.V.K. Vijaya Kumar, M. Savvides, and C.Xie, " Correlation Pattern Recognition for face Recognition" submitted to Proceedings of IEEE.

[8].M. Savvides and B.V.K. Vijaya Kumar, “Quad Phase Minimum Average Correlation Energy Filters for Reduced Memory Illumination Tolerant Face Authentication" Lecture Notes in Computer Science, Springer-Verlag Heidelberg, Vol. 2680 / 2003, pp.19-26, August 2003..

[9].M. Savvides and B.V.K. Vijaya Kumar, "Illumination normalization using logarithm transforms for face authentication,” Lecture Notes in Computer Science, Springer-Verlag Heidelberg, Vol. 2688/2003, pp.549-556, August 2003.

[10].S. Mitra, M. Savvides and B.V.K. Vijaya Kumar, “Facial Asymmetry in the Frequency Domain: The “Phase” Connection.,” to appear in Springer-Verlag- Lecture Notes in Computer Science, 2005

[11].M. Savvides, J. Heo, J. Thornton, P. Hennings, C. Xie, K. Venkataramani, R. Kerekes, M. Beattie and B.V.K. Vijaya Kumar, “Biometric Identification Using Advanced Correlation Filter Methods – Part I Theory”, accepted on Springer-Verlag Lecture Notes in Computer Science, “Ambient Intelligence”

[12].M. Savvides, J. Heo, J. Thornton, P. Hennings, C. Xie, K. Venkataramani, R. Kerekes, M. Beattie and B.V.K. Vijaya Kumar, “Biometric Identification Using Advanced Correlation Filter Methods – Part II Applications”, accepted in Springer-Verlag Lecture Notes in Computer Science, “Ambient Intelligence”

[13].S. Mitra, M. Savvides and B.V.K. Vijaya Kumar, “One Bit Facial Asymmetry Code (FAC)Based in the Fourier Domain for Human Recognition,” Lecture Notes in Computer Science, Vol.3546/2005, pp.61, June 2005.

[14].S. Mitra, M. Savvides, B.V.K. Vijaya Kumar, “Facial Asymmetry in Frequency Domain: A New Robust Biometric” To appear in Lecture Notes in Computer Science, Springer-Verlag, 2005

[15].P. Hennings, M. Savvides and B.V.K. Vijaya Kumar, “Verification of Biometric Palmprint Patterns Using Optimal Trade-Off Filter Classifiers”, to appear in Springer-Verlag- “Lecture Notes in Computer Science., 2005

[16].J.Heo, M.Savvides, and B.V.K. Vijaya Kumar, “Performance Evaluation of Face Recognition using Visual and Thermal Imagery with Advanced Correlation filters”, to appear in Springer-Verlag- “Lecture Notes in Computer Science, 2005

[17].J.Thornton, M. Savvides, B.V.K. Vijaya Kumar, “Robust Iris Recognition Using Advanced Correlation Techniques”, to appear in Springer-Verlag- “Lecture Notes in Computer Science, 2005

[18].S. Mitra, M. Savvides, A. Brockwell., “Gaussian Mixture Models based on the Fourier Domain Phase for Human Face Identification.” To appear in in Springer-Verlag- “Lecture Notes in Computer Science, 2005

[19].R.Bhagavatula and M. Savvides, “Eigen and Fisher-Fourier Magnitudes for Shift-Invariant Pose-Tolerant Face Recognition” ”, to appear in Springer-Verlag- “Lecture Notes in Computer Science, 2005

[20].J.Heo, M.Savvides and B.V.K. Vijaya Kumar, “Illumination Tolerant Face Recognition using Phase-Only Support Vector Machines in the Frequency Domain”, to appear in Springer-Verlag- “Lecture Notes in Computer Science”, 2005

[21]. M. Savvides, C.Xie, N. Chu, B.V.K. Vijaya Kumar, C. Podilchuk, A. Patel, A. Harthattu, R. Mammone, “Robust Face Recognition using Advanced Correlation Filters with Bijective-Mapping Preprocessing”, to appear in Springer-Verlag- “Lecture Notes in Computer Science”, 2005









Conferences:

[22] M. Savvides, B.V.K. Vijaya Kumar and P.K. Khosla, “"Corefaces" - robust shift invariant PCA based correlation filter for illumination tolerant face recognition, Proceedings of the 2004 IEEE Computer Vision and Pattern Recognition (CVPR), Vol.2, pp.II(834-841), July 2004.

[23] M. Savvides, B.V.K. Vijaya Kumar and P.K. Khosla, “Eigenphases vs. Eigenfaces”, IEEE International Conference Pattern Recognition (ICPR), Vol.3,23-26,pp.810-813, August 2004.

[23] M. Savvides and B.V.K. Vijaya Kumar, “Cancellable Biometric Filters for Face Recognition”, IEEE International Conference Pattern Recognition (ICPR), Vol. 3, 23-26, pp. 922-925, August 2004.

[24] M. Savvides, B.V.K. Vijaya Kumar and P.K. Khosla, “Authentication Invariant Cancellable Correlation Filters for Illumination Tolerant Face Recognition” Biometric Technology for Human Identification (OR30) part of SPIE International Symposium on Defense and Security, Vol. 5404, p. 156-163.

[25] M. Savvides, B.V.K. Vijaya Kumar and P.K. Khosla, "Robust, Shift-Invariant Biometric Identification from Partial Face Images", Biometric Technologies for Human Identification (OR51, SPIE Defense and Security Symposium, Vol. 5404, p. 124-135, August 2004.

[26].B. Yegnanarayana, A.K. Sao, B.V.K. Vijaya Kumar and M. Savvides, “Determintaion of pose angle of face using dynamic space warping”, IEEE International Conference on Information Technology: Coding and Computing (ITCC),Vol. 1, pp. 661-664, 2004

[27].M. Savvides, B.V.K. Vijaya Kumar, "Efficient Design of Advanced Correlation Filters for Robust Distortion-Tolerant Face Identification", IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 21-22, pp.45-52, July 2003.

[28].B.V.K. Vijaya Kumar, K. Venkataramani and M. Savvides, "Efficient methods for correlation-based automatic target recognition," Proc. Of SPIE, Vol. 4726, No. 26, April 2002

[29].M. Savvides, B.V.K. Vijaya Kumar and P.K. Khosla, “Face verification using correlation filters”, Proc. Of the Third IEEE Automatic Identification Advanced Technologies, pp.56-61, Tarrytown, NY, March 2002.

[30].B.V.K. Vijaya Kumar, M. Savvides, K. Venkataramani, C. Xie, "Spatial frequency domain image processing for biometric recognition," IEEE Proc. of Intl. Conf. on Image Processing (ICIP), Vol. I, 53-56, 2002

[31].B.V.K. Vijaya Kumar, M. Savvides, C. Xie, K. Venkataramani, J. Thornton, "Using Composite Correlation Filters for Biometric Authentication", Proc. of SPIE, Vol. 5106 - Optical Pattern Recognition XIV, pp.13-21, April 2003

[32].M. Savvides, K. Venkataramani, and B.V.K. Vijaya Kumar, "Incremental Updating of Advanced Correlation Filters for Biometric Authentication Systems", IEEE International Conference on Multimedia and Expo, Special Session on Signal processing and Multimodal Biometric Verification, Vol.3, 6-9, pp.(III) 229-232, July 2003.

[33].M. Saptharishi, K. Bhat, C. Diehl, S. Oliver, M. Savvides, A. Soto, J. Dolan, and P.K. Khosla," Recent Advances in Distributed Tactical Surveillance", SPIE Proceedings on Unattended Ground Sensor Technologies and Applications (AeroSense 2000), Vol. 4040, April, 2000, pp. 199-208.

[34].M. Savvides, B.V.K. Vijaya Kumar and P. K. Khosla, “Illumination Tolerant Face Recognition using Advanced Correlation Filters trained from a single face image”, presented in Biometrics Consortium, Crystal City, VA, 2004.

[35].S. Li Wijaya, M. Savvides and B.V.K. Vijaya Kumar, “The effect of low-bit rate JPEG2000 wavelet images on face authentication using advanced correlation filters”, 38th ASILOMAR conference on Signals, Systems and Computers, special session on Image Processing for Biometrics, Vol. 1, 7-10, pp.592-596, November 2004.

[36].P. Hennings, M. Savvides and B.V.K. Vijaya Kumar, “Hiding Phase-Quantized Biometrics: A case of Steganography for Reduced-Complexity Correlation Filter Classifiers”, SPIE Conference on Security, Steganography, and Watermarking of Multimedia, Vol. 5681, San Jose, January 2005.

[37].M. Savvides, B.V.K. Vijaya Kumar and P.K. Khosla, “Efficient Boosting for Synthesizing a Minimally Compact Reduced Complexity Correlation Filter Bank for Biometric Identification”, ASILOMAR conference on Signals, Systems and Computers, special session on Image Processing for Biometrics, Vol.1, 7-10, pp.587-591.

[38].J. Thornton, M. Savvides, and B.V.K. Vijaya Kumar, “Linear Shift-Invariant Maximum Margin SVM Correlation Filter”, International Conference on Intelligent Sensors, Sensor Networks & Information processing (ISSNIP),pp.183-188, Dec 2004.

[39].P. Hennings, M. Savvides and B.V.K. Vijaya Kumar, “Robust Multi-Biometric Verification using Jointly-Optimized Multi-Biometric Fusion Correlation Filter Classifiers”, SPIE Defense & Security Symposium, special session on Biometric Identification technologies, Vol. 5779, pp.205-214, March 2005.

[40].S. Mitra, M. Savvides, and B.V.K. Vijaya Kumar, “Biometric Authentication based on Novel Frequency Domain facial Asymmetry Measures”, SPIE Defense & Security Symposium, special session on Biometric Identification technologies, Vol. 5779, Orlando – Florida 2005.

[41].C. Xie and M. Savvides and B.V.K. Vijaya Kumar, “Quaternion Correlation Filters for face Recognition in Wavelet domain”, International Conference on Acoustics, Speech and Signal Processing (ICASSP05), Vol. 2, pp.85-88, Philadelphia, March 2005.

[42].S. Mitra and M. Savvides, “Analyzing Asymmetry Biometric in the Frequency Domain for Face Recognition”, Proceeding of the International Conference on Acoustics, Speech and Signal Processing (ICASSP05), Vol.2, pp.953-956, Philadelphia, March 2005.

[43].C. Xie, M. Savvides and B.V.K. Vijaya Kumar, “Improved face Recognition using Multi-Band Gabor Quaternion Correlation Filters”, SPIE Defense & Security Symposium, special session on Biometric Identification technologies, Vol. 5779,

[44].R. Kerekes, M. Savvides and B.V.K. Vijaya Kumar, “Fractional Power Scale-Tolerant Correlation Filters for Enhanced Automatic Target Recognition Performance”, SPIE Defense & Security Symposium, special session on Automatic Target Recognition, U.S.A, 2005.

[45].J.Heo, M.Savvides, and B.V.K. Vijaya Kumar, “Performance Evaluation of Face Recognition using Visual and Thermal Imagery with Advanced Correlation filters”, International Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, June 2005.

[46].C. Xie, M. Savvides and B.V.K. and Vijaya Kumar, “Redundant Class-Dependence Feature Analysis Based on Correlation Filters Using FRGC2.0 Data" IEEE Workshop on Face Recognition Grand Challenge Experiments part of the Computer Vision and Pattern Recognition (CVPR) conference 2005.

[47]. S. Mitra, M. Savvides, A. Brockwell, “The Role of Statistical Models in Biometric Authentication” in International Conference in Biometric Authentication (ICBA) 2005.

[48].C. Xie, M. Savvides and B.V.K. Vijaya Kumar, “Kernel Correlation Filter Based Redundant Class-Dependent Feature Analysis on FRGC2.0 data”, International Conference in Computer Vision(ICCV) 2005.

[49].S. Mitra and M. Savvides, “Gaussian Mixture Models based on Frequency Spectra for Human Identification and Illumination Classification”, IEEE Automatic Identification Advanced Technologies (AutoID 2005).

[50].R. Bhagavatula and M. Savvides, “PCA vs. Automatically Pruned Wavelet-Packet PCA for Illumination Tolerant Face Recognition”, IEEE Automatic Identification Advanced Technologies (AutoID 2005).

[51].R. Abiantun, M. Savvides and P.K. Khosla, “Automatic Eye-Level Height System for Face and Iris Recognition Systems”, IEEE Automatic Identification Advanced Technologies (AutoID 2005).

[52].C. Ng, M. Savvides and P.K. Khosla, “Real-Time Face Verification System on a Cell-Phone using Advanced Correlation Filters”, IEEE Automatic Identification Advanced Technologies (AutoID 2005).

[53].Y.Hui and M. Savvides, “Faces from Sketches: A Subspace Synthesis Approach” to appear SPIE Defense & Security Symposium on Biometric Identification Technologies (2006).

[54].S. Mitra and M. Savvides “Using Feature Combination and Statistical Resampling for Accurate Face Recognition Based on Frequency Domain Representation of Facial Asymmetry” to appear in 7th International Conference on Automatic Face and Gesture Recognition (FG2006).

[55].Y. Li, M. Savvides and B.V.K. Vijaya Kumar, “Face Recognition from Sketches using Advanced Correlation Filters Using Hybrid Eigenanalysis for Face Synthesis”, to appear in the 8th International Conference on Enterprise Information Systems (ICEIS)

[56].R. Kerekes, B. Narayanaswamy, M. Beattie, B. V. K. Vijaya Kumar, and M.Savvides, "Multi-frame distortion-tolerant correlation filtering for video sequences," to appear SPIE Defense and Security Symposium 2006

[57].M. Savvides, J. Heo, R. Abiantun, C.Xie, S. Park and B.V.K. Vijaya Kumar, “Using Kernel Correlation Filters and Class Redundant Feature Analysis (CFA) with Support Vector Machines on Face Recognition Grand Challenge (FRGC) Phase 2 data for Enhanced Holistic Face Recognition”, to appear SPIE Defense & Security Symposium on Biometric Identification Technologies (2006).

[58].S. Mitra and M. Savvides, “Improved Human Face Identification using Frequency Domain Representation of Facial Asymmetry”, to appear International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2006.

[59].J. Heo, M. Savvides, R. Abiantun, C. Xie, and B.V.K. Vijaya Kumar, “Large Scale Face Recognition with Kernel Correlation Feature Analysis with Support Vector Machine Distance Measure”, to appear in 8th International Conference on Enterprise Information Systems (ICEIS)

[60].J. Thornton, M. Savvides, and B.V.K. VijayaKumar, “Enhanced Iris Matching Using Estimation of In-plane Nonlinear Deformations”, to appear SPIE Defense & Security Symposium on Biometric Identification Technologies (2006).

[62].J.Heo, M. Savvides, R. Abiantun, C. Xie and B.V.K. Vijaya Kumar, “Face Recognition with Kernel Correlation Filters on a Large Scale Database”, to appear International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2006.

[63].Y.Li, M. Savvides and B.V.K. Vijaya Kumar, “llumination Tolerant Face Recognition using a novel Face from Sketch-Synthesis Approach with Advanced Correlation Filters”, to appear in International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2006.

[64].M. Savvides, J. Heo, R. Abiantun, C. Xie and B.V.K. Vijaya Kumar, “ Class Dependent Kernel Discrete Cosine Transform Features for Enhanced Holistic Face Recognition in FRGC-II”, to appear in International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2006.

[65].M. Savvides, J. Heo, R. Abiantun, C. Xie and B.V.K. Vijaya Kumar, “Fusion of Holistic and Partial Face Region Kernel Class Dependent Features for Robust Face Recognition in FRGC-II data using Support Vector Machines”, submitted to International Conference in Computer Vision and Pattern Recognition(CVPR) 2006.






CMU Technical Reports:

[66] Ph.D Thesis : "Reduced Complexity Face Recognition using Advanced Correlation Filters and Fourier Subspace Methods for Biometric Applications",Department of Electrical and Computer Engineering, Carnegie Mellon University, May 2004.

[67] M.Sc Thesis: "Image Classification using an Agent based Surveillance System", Technical Report, Robotics Institute, Carnegie Mellon University, May 2000.