Aliaksei SandryhailaResearch Scientist


Publications
Journal
 A. Sandryhaila and J. M. F. Moura, “Big Data analysis with signal processing on graphs,” IEEE Signal Processing Magazine, vol. 31, no. 5, pp. 8090, 2014. Preprint
 A. Sandryhaila and J. M. F. Moura, “Discrete signal processing on graphs: Frequency analysis,” IEEE Transactions on Signal Processing, vol. 62, no. 12, pp.30423054, 2014. PDF
 A. Sandryhaila and J. M. F. Moura, “Discrete signal processing on graphs,” IEEE Transactions on Signal Processing, vol. 61, no. 7, pp.16441656, 2013. PDF
 A. Sandryhaila, J. Kovacevic, and M. Pueschel, “Algebraic signal processing theory: 1D nearestneighbor models,” IEEE Transactions on Signal Processing, vol. 60, no. 5, pp.22472259, 2012. PDF
 A. Sandryhaila, S. Saba, M. Pueschel, and J. Kovacevic, “Efficient compression of QRS complexes using Hermite expansion,” IEEE Transactions on Signal Processing, vol. 60, no. 2, pp.947955, 2012. PDF
 A. Sandryhaila, J. Kovacevic, and M. Pueschel, “Algebraic signal processing theory: CooleyTukey type algorithms for polynomial transforms based on induction,” SIAM Journal on Matrix Analysis and Applications, vol. 32, no. 2, pp. 364384, 2011. PDF
 A. Sandryhaila, A. Chebira, C. Milo, J. Kovacevic, and M. Pueschel, “Systematic construction of real lapped tight frame transforms,” IEEE Transactions on Signal Processing, vol. 58, no. 5, pp.25562567, 2010. PDF
Conference (fully reviewed)
 S. Chen, A. Sandryhaila, J. M. F. Moura, and J. Kovacevic, “Signal denoising on graphs via graph filtering,” IEEE Global Conference on Signal and Information Processing (GlobalSIP), December 2014. PDF
 A. Sandryhaila, S. Kar, and J. M. F. Moura, “Finitetime distributed consensus through graph filters,” IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 10801084, 2014. PDF.
 S. Chen, A. Sandryhaila, G. Lederman, Z. Wang, J. M. F. Moura, P. Rizzo, J. Bielak, J. H. Garrett, and J. Kovacevic, “Signal inpainting on graphs via total variation minimization,” IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 82678271, 2014. PDF
 A. Sandryhaila and J. M. F. Moura, “Classification via regularization on graphs,” IEEE Global Conference on Signal and Information Processing (GlobalSIP), pp. 495498, 2013. PDF
 S. Chen, A. Sandryhaila, J. M. F. Moura, and J. Kovacevic, “Adaptive graph filtering: Multiresolution classification on graphs,” IEEE Global Conference on Signal and Information Processing (GlobalSIP), pp. 427430, 2013. PDF
 A. Sandryhaila and J. M. F. Moura, “Discrete signal processing on graphs: Graph Fourier transform,” IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 61676170, 2013. PDF
 A. Sandryhaila and J. M. F. Moura, “Discrete signal processing on graphs: Graph filters,” IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 61636166, 2013. PDF
 A. Sandryhaila and J. M. F. Moura, “Nearestneighbor image model,” in Proc. IEEE International Conference on Image Processing (ICIP), pp. 25212524, 2012. PDF
 A. Sandryhaila, J. Kovacevic, and M. Pueschel, “Compression of QRS complexes using Hermite expansion,” in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 581584, 2011. PDF
 A. Sandryhaila, A. Chebira, M. Pueschel, and J. Kovacevic, “A new class of seeded real lapped tight frame transforms,” in Proc. SPIE Conference on Wavelet Applications in Signal and Image Processing (Wavelets XIII), vol. 7446, 2009. PDF
 A. Sandryhaila, J. Kovacevic, and M. Pueschel, “Haar filter banks for 1D space signals,” in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 35053508, 2008. PDF
 D. Balcan, A. Sandryhaila, J. Gross and M. Pueschel, “Alternatives to the discrete Fourier transform,” in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 35373540, 2008. PDF
 P. D'Alberto, F. Franchetti, P. A. Milder, A. Sandryhaila, J. C. Hoe, J. M. F. Moura, and M. Pueschel, “Generating FPGA accelerated DFT libraries,” in Proc. IEEE Symposium on FieldProgrammable Custom Computing Machines (FCCM), 2007. PDF
 A. Chebira, L. P. Coelho, A. Sandryhaila, S. Lin, W. G. Jenkinson, J. MacSleyne, C. Hoffman, P. Cuadra, C. Jackson, M. Pueschel, and J. Kovacevic, “An adaptive multiresolution approach to fingerprint recognition,” in Proc. International Conference on Image Processing (ICIP), vol. 1, pp. I457I460, 2007. PDF
Conference (abstract reviewed)
 F. Franchetti, A. Sandryhaila and J. Johnson, “High assurance SPIRAL,” SPIE Conference on Defense and Security, May 2014.
 A. Sandryhaila and J. M. F. Moura, “Image compression with nearestneighbor transforms,” SIAM Conference on Imaging Science, May 2012.
 A. Sandryhaila, J. Kovacevic, and M. Pueschel, “Polynomial transform decomposition using module induction,” SIAM Annual Meeting, July 2010.
 A. Sandryhaila, J. Kovacevic, and M. Pueschel, “Fast polynomial transforms via module induction,” February Fourier Talks, University of Maryland at College Park, February 2010.
 A. Sandryhaila, J. Kovacevic, and M. Pueschel, “Algebraic signal processing: Wavelets for space signals,” Twenty Years of Wavelets, DePaul University, May 2009.
 A. Sandryhaila, A. Chebira, J. Kovacevic, and M. Pueschel, “Lapped tight frame transforms,” February Fourier Talks, University of Maryland at College Park, February 2009.