Dr. Cabrera's Publications

• S. D. Cabrera, T. Bhoonsri, and A. E. Brito, "Principal Component Seperation in Sparse Signal Recovery for Harmonic Retrieval," in Proc. of Second IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2002), pp. 249-253, Rosslyn, VA, August 2002.

• S. D. Cabrera, "Three-Dimensional Compression of Mesoscale Meteorological Data Based on JPEG2000, in Proc. of Battlespace Digitization and Network-Centric Warfare II, SPIE Vol. 4741, pp. 239-250, Orlando, FL, April 2002.

• O. M. Kosheleva, and S. D. Cabrera, "Application of Task-Specific Metrics in JPEG200 ROI Compression," in Proc. of IEEE Southwest Symposium on Image Analysis and Interpretation 2002, pp. 163-167, Santa Fe, NM, April 2002.

• A. E. Brito, S. D. Cabrera, and C. Villalobos, "Optimal Sparse Representation Algorithms for Harmonic Retrieval," in Proc. of Thirty-Fifth Asilomar COnference on Signals, Systems and Computers, pp. 1407-1411, Pacific Grove, CA, Nov. 2001.

• A. E. Brito and S. D. Cabrera, "Analysis of Autocorrelation Pursuit Via Non-Parametric Iterative Extrapolation," in Proc. of Thirty-Fifth Conference on Information Sciences and Systems, Vol II, pp. 633-638, Johns Hopkins Univ., Baltimore, MD, March 2001.

• S. H. Chan, A. E. Brito, and S. D. Cabrera, “Characterization of Windowing Effects in Adaptive Extrapolation of Sinusoids,” to appear in Proc. of Thirty-Third Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, Oct. 1999.

• E. Whittenberger, A. E. Brito, and S. D. Cabrera, “EigenSMDs for Inspection: Applying the Eigenfaces Methodology to Surface Mounted Device Placement,” submitted to Optical Engineering.

• O. Kosheleva, S. D. Cabrera, G. A. Gibson, and S. Cherukuri, “Interval Estimates for Signal Processing: Special Purpose Hardware,” Reliable Computing, 5:175-196, 1999.

• O. Kosheleva, C. Mendoza, S. D. Cabrera, “Task-Specific Image Quality Metrics for Lossy Compression of FLIR Images,” in Proc. of Signal Processing, Sensor Fusion, and Target Recognition VIII, SPIE Vol. 3720, pp. 397-408, Orlando, FL, April 1999.

• A.E. Brito, S. H. Chan, and S. D. Cabrera, “SAR Image Formation Using 2-D Re-Weighted Minimum Norm Extrapolation,” in Proc. of SPIE Vol. 3721, pp. 78-91, Orlando, FL, April 1999.

• J. Vega-Pineda, M. A. Suriano, V. M. Villalva, S. D. Cabrera and Y-C Chang, "A VLSI Array Processor with Embedded Scalability for Hierarchical Image Compression ," to appear in Proc. of IEEE Intl. Symp. on Circuits & Systems, Atlanta, GA, May 1996.

• J. M. Gallegos, J. R. Villalobos, G. Carrillo, and S. D. Cabrera, Reduced-Dimension and Wavelet Processing of SMD Images for Real-Time Inspection, to appear in Proc. of IEEE Southwest Symposium on Image Analysis and Interpretation 96, San Antonio, TX, April 8-9, 1996.

• J. Vega-Pineda, and S. D. Cabrera, A Multiresolution Transform with Various Vector Quantization Approaches for Improved Image Compression, to appear in Proc. of CONIELECOMP 96, Puebla, Pue., Mexico, Feb. 1996.

• J. Vega-Pineda, and S. D. Cabrera, "High-Speed Pyramid Transform with Vector Quantization as an Integrated Image Compression Approach," in Proc. of ELECTRO95, pp. 997-1012, Chihuahua, Chih., Mexico, Oct. 1995.

• A. Lucero, J. Vega-Pineda, and S. D. Cabrera, "A Pyramidal Decomposition Algorithm Adapted for Compression of Optical Navigational Images," in Proc. of ELECTRO95, pp. 947-960, Chihuahua, Chih., Mexico, Oct. 1995.

• G. Thomas and S. D. Cabrera, "Signal Separation and Synthesis from Modified Superresolution Short-Time Fourier Transforms," Proc. of SPIE Radar/Ladar Processing and Applications, Vol. 2562, pp 76-87, San Diego, CA, July 1995.>

• S. D. Cabrera, "Autoregressive Spectral Estimation with A Priori Object Support for Inverse Synthetic Aperture Radar Imagery,", in Proc. of SPIE Algorithms for Synthetic Aperture Radar Imagery II, Vol. 2487, Orlando, FL, April 1995.

• G. Gonzalez-Rosiles, S. D. Cabrera and Sing-Wai Wu, "Recovery with Lost Subband Data in Overcomplete Image Coding," Proc. of IEEE Intl. Conf. on Acoustics, Speech and Signal Processing, Vol. 2, pp. 1476-1479, Detroit, MI, May '95.

• J. Vega-Pineda, S. D. Cabrera and Y-C Chang, "VLSI Implementation of a Wavelet Image Compression Technique Using Replicated Coding/Decoding Cells," Proc. of IEEE Intl. Symp. on Circuits & Systems, Vol II, pp. 1173-1176, Seattle, WA, April-May, 1995.

• J. Vega-Pineda, S. D. Cabrera and A. Lucero, "On the Use of Zerotree Coding in a High-Speed Pyramid Image Multiresolution Decomposition," Proc. of SPIE Electronic Imaging, Vol. 2418, pp. 127-139, San Jose, CA, Feb. 1995.

• S. D. Cabrera, B. C. Flores, E. Rodriguez and G. Thomas, "Two-Dimensional Extrapolation and Spectral Estimation from Arbitrary Sampling Configurations for SAR/ISAR Imaging," Proc. of Twenty-Eight ASILOMAR Conf. on Signal, Systems and Computers, Pacific Grove, CA, Oct.-Nov. 1994.

• J. M. Gallegos, J. R. Villalobos, and S. D. Cabrera, "Sequential Algorithms for the Inspection of Surface- Mounted Devices," Proc. of SPIE Intelligent Robots and Computer Vision XIII, SPIE Vol. 2354, pp. 215- 226, Boston, MA, Nov. 1994.

• G. Thomas and S. D. Cabrera, "Resolution Enhancement in Time-Frequency Distributions Based on Adaptive Time Extrapolations," Proc. of IEEE-SP Intl. Symp. on Time-Frequency and Time-Scale Analysis, pp. 104-107, Phil., PA, Oct. 1994.

• J. Vega-Pineda, S. D. Cabrera and A. Lucero, "Zerotree Optimality in a High-Speed Pyramid Image Coding Algorithm," In Proceedings of ELECTRO '94, pp. 555-569, Chihuahua, Chih. Mexico, Oct. 1994.

• J. M. Gallegos, J. Rene Villalobos, S. D. Cabrera, "Implementacion de un Sistema de Inspeccion Visual Flexible para Tecnologia de Dispositivos de Montage de Superficie," In Proceedings of ELECTRO '94, pp. 720-737, Chihuahua, Chih. Mexico, Oct. 1994.

• S. D. Cabrera, Sing-Wai Wu, and G. Gonzalez, "Comparison of Optimal Recovery Based FIR Synthesis Filters with Truncated Ideal Solutions," In Proceedings of 1994 IEEE Digital Signal Processing Workshop, pp. 207-210, Yosemite, CA, Oct. 1994.

• S. D. Cabrera, "Assessment of Superresolution in Synthetic Aperture Radar Imaging". Report of summer activities, SAR's Department, Sandia National Labs., Albuquerque, NM, 1994.

• S. D. Cabrera, J. M. Gallegos, G. Thomas, and J. Rene Villalobos, "Aplicaciones de Procesamiento Digital de Senales e Imagenes en Manufacturas," In Proceedings of XXIII Convencion Panamericana de Ingenieros 1994, Acapulco, Gro., Mexico, July 1994.

• S. D. Cabrera, Sing-Wai Wu, and G. Gonzalez, "Subband Coding using Overcomplete Decompositions with Applications to Planetary Images," In Proceedings of 1994 Data Compression Conference, p. 524, Snowbird, Utah, March. 1994.

• B. C. Flores, S. D. Cabrera, and A. Martinez, , "Advances in Automatic Estimation and Compensation of Target Kinematics for Improved Radar Imaging," In Proceedings of Automatic Object Recognition IV, SPIE Vol. 2234, pp. 49-56, Orlando FL, April 1994.

• S. D. Cabrera, B. C. Flores, G. Thomas, and J. Vega-Pineda, "Applications of One-Dimensional Adaptive Extrapolation to Improve Resolution in Range-Doppler Imaging," In Proceedings of Intl. Symposium on OE/Aerospace Sensing, SPIE Vol. 2230, pp. 135-145, Orlando FL, April 1994.

• J. Vega-Pineda, G. Thomas, S. D. Cabrera, and B. C. Flores, "Estimacion Espectral 2-D Hibrida Basada en Normas con Factores de Peso Adaptivos," In Proceedings of ELECTRO '93, pp. 557-572, Chihuahua, Chih., Mexico, Oct. 1993.

• S. D. Cabrera and N. K. Bose, "Prony Methods for Two-Dimensional Complex Exponential Signal Modeling," In Applied Control: Current Trends and Modern Methodologies, pp. 401-411, S. Tzafestas Ed., Chapter 15. New York: Marcel Dekker Publishing, 1993.

• S. D. Cabrera, Benjamin C. Flores, Gabriel Thomas and Javier Vega. "Evolutionary Spectral Estimation Based on Adaptive Use of Weighted Norms". In Proceedings of Advanced Signal Processing Algorithms, Architectures, and Implementations IV, SPIE Vol. 2027, pp. 168-179, San Diego, CA, July 1993.

• S. W. Wu and S. D. Cabrera. "FIR Synthesis Filter Banks for Incomplete and Over-Complete Single-Pole Subband Decompositions". In Proceedings of Twenty-Seventh Conf. on Information Sciences and Systems. Johns Hopkins Univ., Baltimore Maryland, pp. 779-784, March 1993.

• S. W. Wu and S. D. Cabrera, "Reconstruction Systems for Overcomplete Subband Decompositions". In Proceedings of IEEE 1992 Digital Signal Processing Workshop, 2.8.1-2.8.2. Starved Rock, IL, Sept. J. T. Yang and S. D. Cabrera, "Adaptive Weighted Norm Linear Prediction for Sinusoids Incorporating A Priori Frequency Information," Proc. of IEEE Intl. Conference on Acoustics, Speech and Signal Processing, Vol. 5, pp. 433-436, San Francisco, CA, March. 1992.

• H. Sahinoglou and S. D. Cabrera, "A High-Speed Pyramid Image Coding Algorithm for a VLSI Implementation," IEEE Trans. on Circuits and Systems for Video Technology, Vol. 1, No. 4, pp. 369-374, Dec. 1991.

• H. Sahinoglou and S. D. Cabrera, "A High-Speed Two Dimensional Pyramid Image Coding Method and its Implementation,", Proc. of Visual Communications and Image Processing '91: Visual Communications, SPIE Vol. 1605, Part Two, pp. 793-804, Boston, MA, Nov. 1991.

• J. T. Yang and S. D. Cabrera, "2-D Linear Prediction for Sinusoids Incorporating A Priori Frequency Information," Proc. of Seventh IEEE Workshop on Multidimensional Signal Processing, p. 2.2, Lake Placid, NY, Sept. 1991.

• H. Sahinoglou and S. D. Cabrera, "On Phase Retrieval of Finite-Length Sequences Using the Initial Time Sample," IEEE Trans. on Circuits and Systems, Vol. 38, No. 8, pp. 954-958, Aug. 1991

• J. L. Brown, Jr. and S. D. Cabrera, "On Well-Posedness of the Papoulis Generalized Sampling Expansion," IEEE Trans. on Circuits and Systems, Vol. 38, No. 5, pp. 554-556, May 1991.

• S. D. Cabrera and J. L. Brown, Jr., "Input Reconstruction from Oversampled Multi-Channel Data," Proc. of IEEE Intl. Conference on Acoustics, Speech and Signal Processing, Vol. 3, pp 1733-1736, Toronto, Ontario, Canada, May 1991.

• S. D. Cabrera and T. W. Parks, "Extrapolation and Spectral Estimation with Iterative Weighted Norm Modification," IEEE Trans. on Signal Processing, Vol. 39, No. 4, pp. 842-851, April 1991.

• S. W. Wu and S. D. Cabrera, "Single Pole Filters for Efficient Perfect Reconstruction Multirate Filterbanks," Proc. of Twenty-Fifth Conf. on Information Sciences and Systems, pp. 173-178, Johns Hopkins Univ., Baltimore Maryland, March 1991.

• S. D. Cabrera, J. T. Yang and C. Chi, "Improved Approaches to Estimation of Sinusoids by Adaptive Band-Limited Extrapolation," Proc. of Fifth ASSP Workshop on Spectrum Estimation and Modeling, Rochester NY, pp. 35-39, Oct. 1990.

• S. D. Cabrera and T. David, "Optimal Recovery of Band-Limited Signals from Subband Decompositions," Proc. of Fourth IEEE Digital Signal Processing Workshop, pp. 2.2.1-2, New Paltz, NY, Sept. 1990.

• J. L. Brown, Jr. and S. D. Cabrera, "Multi-Channel Signal Reconstruction Using Noisy Samples," Proc. of IEEE Intl. Conference on Acoustics, Speech and Signal Processing, Vol. 3, pp. 1233-1236, Albuquerque, NM, April 1990.

• H. Sahinoglou and S. D. Cabrera, "Algorithms and Uncertainty in the Exact Recovery of Sequences from Fourier Transform Magnitude and One or Two Time Samples," Proc. of Conference on Information Sciences and Systems, Vol. II, pp. 944-948, Princeton, NJ, March 1990.

• S. D. Cabrera and Wei-Feng Hsu, "A Half-Tree Graphic Equalizer Structure Using Linear Phase FIR Filters with Maximum Decimation," Proc. of 1989 IEEE ASSP Workshop on Applications of Signal Processing to Audio and Acoustics, Session 3, No. 2, New Paltz, NY, Oct. 1989.

• S. D. Cabrera and C. Chen, "Phase Retrieval by Optimal Weighted Norm Extrapolation," in Advances in Communications and Signal Processing, W. A. Porter and S. C. Kak Editors, Springer Verlag, pp. 303-314, 1989.

• S. D. Cabrera and C. Chi, "Frequency Estimation by Reduced Order Adaptive Extrapolation," Proc. of the 1989 Conference on Information Sciences and Systems, p. 90, The Johns Hopkins University, Baltimore Maryland, March 1989.

• S. D. Cabrera and T. W. Parks, "Estimation of Sequences in a Signal Class Determined from the Data," Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing, Vol. 3, pp. 1348-1351, Tampa, FL, March 1985.

• S. D. Cabrera and T. W. Parks, "Deterministic Estimation of Two-Dimensional Signals," Proc. IEEE Intl. Conf. Acoustics, Speech and Signal Processing, Vol. 2, pp. 867-870, Boston, MA, April 1983.

• B. R. Hunt and S. D. Cabrera, "Optical Implementation of a Spatially Adaptive Image Data Compression System," Proc. of the 1980 Intl.Optical Computing Conference, SPIE Vol. 232, Book II, pp. 210-215, Washington D.C., April 1980.