Dr David Tay

STAFF PROFILE

Position

Senior Lecturer in Mathematics

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Geelong Waurn Ponds Campus

Contact

david.tay@deakin.edu.au
+61 3 522 78564

Publications

Filter by

2022

Spectral Mappings for Graph Wavelets

D Tay

(2022), Vol. 70, pp. 3107-3122, IEEE Transactions on Signal Processing, C1

journal article
2021

Time-Varying Graph Signal Denoising via Median Filters

D Tay, J Jiang

(2021), Vol. 68, pp. 1053-1057, IEEE Transactions on Circuits and Systems II: Express Briefs, C1

journal article

Theory and Design of Joint Time-Vertex Nonsubsampled Filter Banks

J Jiang, H Feng, D Tay, S Xu

(2021), Vol. 69, pp. 1-15, IEEE Transactions on Signal Processing, Piscataway, N.J., C1

journal article

Gene selection for cancer detection using graph signal processing

W Wang, F Zhou, D Tay, J Jiang

(2021), Vol. 25, pp. 1-7, Informatics in Medicine Unlocked, Amsterdam, The Netherlands, C1

journal article

Sensor network data denoising via recursive graph median filters

D Tay

(2021), Vol. 189, pp. 1-9, Signal Processing, Amsterdam, The Netherlands, C1

journal article

Augmenting graph convolutional neural networks with highpass filters

Fatemeh Ansarizadeh, David Tay, Dhananjay Thiruvady, Antonio Robles-Kelly

(2021), Vol. 12644, pp. 77-86, S+SSPR 2021 : Proceedings of the IAPR International Workshops on Structural, Syntactic, and Statistical Pattern Recognition and Statistical Techniques in Pattern Recognition, Online from Italy, E1

conference

Design of orthogonal wavelet filters with minimum RMS bandwidth using a symbolic approach

Z Luo, D Tay, X Lai, Z Lin

(2021), Vol. 2021-May, pp. 1-5, ISCAS 2021 : Proceedings of the IEEE International Symposium on Circuits and Systems, Daegu, Korea, E1

conference
2020

Design of Nonsubsampled Graph Filter Banks via Lifting Schemes

J Jiang, D Tay, Q Sun, S Ouyang

(2020), Vol. 27, pp. 441-445, IEEE Signal Processing Letters, Piscataway, N.J., C1

journal article

Recovery of Time-Varying Graph Signals via Distributed Algorithms on Regularized Problems

J Jiang, D Tay, Q Sun, S Ouyang

(2020), Vol. 6, pp. 540-555, IEEE Transactions on Signal and Information Processing over Networks, C1

journal article

Filter design for two-channel filter banks on directed bipartite graphs

D Tay

(2020), Vol. 27, pp. 2094-2098, IEEE signal processing letters, Piscataway, N.J., C1

journal article
2019

An alternating variable technique for the constrained minimax design of frequency-response-masking filters

R Zhao, X Lai, D Tay, Z Lin

(2019), Vol. 38, pp. 827-846, Circuits, systems, and signal processing, Berlin, Germany, C1

journal article

M-channel graph filter banks: polyphase analysis and structures

David Tay, Antonio Ortega

(2019), Vol. 26, pp. 730-734, IEEE signal processing letters, Piscataway, N.J., C1

journal article

Decentralised signal processing on graphs via matrix inverse approximation

J Jiang, D Tay

(2019), Vol. 165, pp. 292-302, Signal processing, Amsterdam, The Netherlands, C1

journal article

Cascade and lifting structures in the spectral domain for bipartite graph filter banks

D Tay, A Ortega, A Anis

(2019), pp. 1141-1147, APSIPA ASC 2018 : Proceedings of the 10th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, Honolulu, Hawaii, E1

conference
2018

Almost tight rational coefficients biorthogonal wavelet filters

D Tay, Z Lin

(2018), Vol. 25, pp. 748-752, IEEE Signal Processing Letters, Piscataway, N.J., C1

journal article

Graph polynomial filter for signal denoising

W Waheed, D Tay

(2018), Vol. 12, pp. 301-309, IET signal processing, Piscataway, N.J., C1

journal article
2017

Almost tight spectral graph wavelets with polynomial filters

D Tay, Y Tanaka, A Sakiyama

(2017), Vol. 11, pp. 812-824, IEEE journal of selected topics in signal processing, Piscataway, N.J., C1-1

journal article

Critically sampled graph filter banks with polynomial filters from regular domain filter banks

D Tay, Y Tanaka, A Sakiyama

(2017), Vol. 131, pp. 66-72, Signal processing, Amsterdam, The Netherlands, C1-1

journal article

On minimal realizations of first-degree 3D systems with separable denominators

T Nguyen, L Xu, Z Lin, D Tay

(2017), Vol. 28, pp. 305-314, Multidimensional Systems and Signal Processing, C1-1

journal article

Bipartite graph filter banks: polyphase analysis and generalization

D Tay, A Ortega

(2017), Vol. 65, pp. 4833-4846, IEEE transactions on signal processing, Piscataway, N.J., C1-1

journal article

Design of orthogonal filterbanks with rational coefficients using Grobner bases

N Le, Z Lin, D Tay, L Xu, J Cao

(2017), pp. 1-4, ISCAS 2017 : Proceedings of the 2017 IEEE International Symposium on Circuits and Systems, Baltimore, Md., E1-1

conference
2016

Near orthogonal oversampled graph filter banks

D Tay, Y Tanaka, A Sakiyama

(2016), Vol. 23, pp. 277-281, IEEE signal processing letters, Piscataway, N.J., C1-1

journal article

Optimization of a generalized radial-aortic transfer function using parametric techniques

C Akalanli, D Tay, J Cameron

(2016), Vol. 77, pp. 206-213, Computers in biology and medicine, Amsterdam, The Netherlands, C1-1

journal article

Systematic review of virtual speech therapists for speech disorders

Y Chen, C Johnson, P Lalbakhsh, T Caelli, G Deng, D Tay, S Erickson, P Broadbridge, A El Refaie, W Doube, M Morris

(2016), Vol. 37, pp. 98-128, Computer speech and language, Amsterdam, The Netherlands, C1-1

journal article

Biorthogonal filter banks constructed from four halfband filters

D Tay, Z Lin

(2016), pp. 1222-1225, ISCAS 2016 : Proceedings of the IEEE International Symposium on Circuits and Systems, Montréal, Québec, E1-1

conference
2015

Techniques for constructing biorthogonal bipartite graph filter banks

D Tay, J Zhang

(2015), Vol. 63, pp. 5772-5783, IEEE transactions on signal processing, Piscataway, N.J., C1-1

journal article

Design of near orthogonal graph filter banks

D Tay, Z Lin

(2015), Vol. 22, pp. 701-704, IEEE signal processing letters, Piscataway, N.J., C1-1

journal article

Application of dual tree complex wavelet transform in tandem mass spectrometry

S Murugesan, D Tay, I Cooke, P Faou

(2015), Vol. 63, pp. 36-41, Computers in biology and medicine, Amsterdam, The Netherlands, C1-1

journal article

A class of rational coefficients biorthogonal Hilbert-pairs

D Tay, S Murugesan

(2015), Vol. 43, pp. 887-899, International journal of circuit theory and applications, Chichester, Eng., C1-1

journal article

Computer-based rehabilitation for developing speech and language in hearing-impaired children: a systematic review

A Simpson, A El-Refaie, C Stephenson, Y Phoebe Chen, D Deng, S Erickson, D Tay, M Morris, W Doube, T Caelli

(2015), Vol. 17, pp. 111-119, Deafness and education international, Abingdon, Eng., C1-1

journal article

Graph QMF with flatness constraints

D Tay, Z Lin

(2015), pp. 2600-2603, ISCAS 2015 : Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, Lisbon, Portugal, E1-1

conference
2014

Orthogonal wavelet filters with minimum RMS bandwidth

D Tay, Z Lin, S Murugesan

(2014), Vol. 21, pp. 819-823, IEEE signal processing letters, Piscataway, N.J., C1-1

journal article

Sharper Symmetric Self-Hilbertian wavelets

D Tay, S Murugesan

(2014), Vol. 98, pp. 202-211, Signal processing, Amsterdam, The Netherlands, C1-1

journal article

Energy optimized orthonormal wavelet filter bank with prescribed sharpness

David Tay, Selvaraaju Murugesan

(2014), Vol. 31, pp. 136-144, Digital signal processing, Waltham, Mass., C1-1

journal article

A new class of almost symmetric orthogonal Hilbert pair of wavelets

S Murugesan, D Tay

(2014), Vol. 95, pp. 76-87, Signal Processing, Amsterdam, The Netherlands, C1-1

journal article
2012

Symmetric self-hilbertian wavelets via orthogonal lattice optimization

D Tay

(2012), Vol. 19, pp. 387-390, IEEE signal processing letters, Piscataway, N.J., C1-1

journal article

Symmetric self-Hilbertian filters via extended zero-pinning

D Tay

(2012), Vol. 92, pp. 392-400, Signal processing, Amsterdam, The Netherlands, C1-1

journal article

Design of almost symmetric orthogonal wavelet filter bank via direct optimization

S Murugesan, D Tay

(2012), Vol. 21, pp. 2474-2480, IEEE transactions on image processing, Piscataway, N.J., C1-1

journal article

New techniques for rationalizing orthogonal and biorthogonal wavelet filter coefficients

S Murugesan, D Tay

(2012), Vol. 59, pp. 628-637, IEEE Transactions on Circuits and Systems I: Regular Papers, Piscataway, N.J., C1-1

journal article

On the aliasing effect of the finer directional wavelet transform

S Murugesan, D Tay

(2012), pp. 2345-2348, ISCAS 2012 - 2012 IEEE International Symposium on Circuits and Systems, Seoul, SOUTH KOREA, E1-1

conference
2011

Design of halfband filters for orthonormal wavelets using ripple-pinning

D Tay

(2011), Vol. 5, pp. 40-48, IET signal processing, Stevenage, Eng., C1-1

journal article

Direct design of phase factor in the common-factor technique for Hilbert-Pairs

David Tay

(2011), pp. 1760-1763, ISCAS 2011 : Proceedings of the 2011 Internal Symposium of Circuits and Systems, Rio de Janeiro, BRAZIL, E1-1

conference
2009

1-D multirate filter banks

N Kingsbury, D Tay

(2009), pp. 24-1-24-53-, Passive, Active, and Digital Filters, B1-1

book chapter
2007

'Generalizability' of a radial-aortic transfer function for the derivation of central aortic waveform parameters

S Hope, I Meredith, D Tay, J Cameron

(2007), Vol. 25, pp. 1812-1820, Journal of Hypertension, C1-1

journal article

An FFT-based method for blind identification of FIR SIMO channels

S Wang, J Manton, D Tay, C Zhang, J Devlin

(2007), Vol. 14, pp. 437-440, IEEE Signal Processing Letters, C1-1

journal article

A signal denoising algorithm based on overcomplete wavelet representations and Gaussian models

G Deng, D Tay, S Marusic

(2007), Vol. 87, pp. 866-876, Signal Processing, C1-1

journal article

A study of coronary intravascular ultrasound RF signals using wavelets

A Samuel, R Kirsner, J Cameron, D Tay, I Meredith

(2007), Vol. 14, pp. 937-941, IFMBE Proceedings, E1-1

conference

Designing Hilbert-Pair of wavelets: Recent progress and future trends

D Tay

(2007), 2007 6th International Conference on Information, Communications and Signal Processing, ICICS, E1-1

conference
2006

Orthonormal Hilbert-pair of wavelets with (almost) maximum vanishing moments

D Tay, N Kingsbury, M Palaniswami

(2006), Vol. 13, pp. 533-536, IEEE Signal Processing Letters, C1-1

journal article

A fast watermarking system for H.264/AVC video

C Nguyen, D Tay, G Deng

(2006), pp. 81-84, IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS, E1-1

conference
2005

EBFB: A new class of wavelet filters

D Tay

(2005), Vol. 12, pp. 206-209, IEEE Signal Processing Letters, C1-1

journal article

Waveform dispersion, not reflection, may be the major determinant of aortic pressure wave morphology

S Hope, D Tay, I Meredith, J Cameron

(2005), Vol. 289, American Journal of Physiology - Heart and Circulatory Physiology, C1-1

journal article

Zero-pinning the Bernstein polynomial: A simple design technique for orthonormal wavelets

D Tay

(2005), Vol. 12, pp. 835-838, IEEE Signal Processing Letters, C1-1

journal article

Image denoising using over-complete wavelet representations

S Marusic, G Deng, D Tay

(2005), pp. 612-615, 13th European Signal Processing Conference, EUSIPCO 2005, E1-1

conference

Optimizing the FBI fingerprint compression algorithm for BLACKFIN processor

C Nguyen, D Tay, G Deng

(2005), Vol. 2007, IEEE Region 10 Annual International Conference, Proceedings/TENCON, E1-1

conference

Linearized least squares design of transformation function for filter banks

D Tay

(2005), Vol. II, pp. 590-593, ISCIT 2005 - International Symposium on Communications and Information Technologies 2005, Proceedings, E1-1

conference

Multi-scale kernel methods for classification

N Kingsbury, D Tay, M Palaniswami

(2005), pp. 43-48, 2005 IEEE Workshop on Machine Learning for Signal Processing, E1-1

conference

Even-length biorthogonal wavelets for digital watermarking

S Marusic, D Tay, G Deng, M Palaniswami

(2005), Vol. 1, pp. 17-20, Proceedings - 8th International Symposium on Signal Processing and its Applications, ISSPA 2005, E1-1

conference

Hilbert pair of wavelets via the matching design technique

D Tay, M Palaniswami

(2005), pp. 2303-2306, Proceedings - IEEE International Symposium on Circuits and Systems, E1-1

conference
2004

Balanced-uncertainty optimized wavelet filters with prescribed vanishing moments

D Tay

(2004), Vol. 23, pp. 105-121, Circuits, Systems, and Signal Processing, C1-1

journal article

Use of Arterial Transfer Functions for the Derivation of Central Aortic Waveform Characteristics in Subjects with Type 2 Diabetes and Cardiovascular Disease

S Hope, D Tay, I Meredith, J Cameron

(2004), Vol. 27, pp. 746-751, Diabetes Care, C1-1

journal article

A Novel Approach to the Design of the Class of Triplet Halfband Filterbanks

D Tay, M Palaniswami

(2004), Vol. 51, pp. 378-383, IEEE Transactions on Circuits and Systems II: Express Briefs, C1-1

journal article

Wavelet theoretic properties of the family of 6/10 biorthogonal filters

D Tay, S Marusic, G Deng, M Palaniswami

(2004), Vol. 2, pp. 1051-1054, IEEE International Symposium on Communications and Information Technologies: ISCIT 2004, E1-1

conference

The design of a pair of orthogonal scaling filters

G Deng, D Tay, S Marusic

(2004), Vol. 2, pp. 1055-1058, IEEE International Symposium on Communications and Information Technologies: ISCIT 2004, E1-1

conference
2003

Use of arterial transfer functions for the derivation of aortic waveform characteristics

S Hope, D Tay, I Meredith, J Cameron

(2003), Vol. 21, pp. 1299-1305, Journal of Hypertension, C1-1

journal article

A Parametric Family of Wavelet Filters for Diversity in Watermarking Application

S Marusic, D Tay, G Deng

(2003), Vol. 3, pp. 553-556, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, E1-1

conference
2002

Comparison of generalized and gender-specific transfer functions for the derivation of aortic waveforms

S Hope, D Tay, I Meredith, J Cameron

(2002), Vol. 283, American Journal of Physiology - Heart and Circulatory Physiology, C1-1

journal article

Parametric Bernstein polynomial for least squares design of 3-D wavelet filter banks

D Tay

(2002), Vol. 49, pp. 887-891, IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, C1-1

journal article

Two-stage, least squares design of biorthogonal filter banks

D Tay

(2002), Vol. 149, pp. 341-346, IEE Proceedings: Vision, Image and Signal Processing, C1-1

journal article

Design of variable Laguerre filters

D Tay, S Abeysekera

(2002), Vol. 4, pp. IV/417-IV/420, Proceedings - IEEE International Symposium on Circuits and Systems, E1-1

conference
2001

State-dependent vector hybrid linear and nonlinear ARMA modeling: Theory

Y Zheng, Z Lin, D Tay

(2001), Vol. 20, pp. 551-574, Circuits, Systems, and Signal Processing, C1-1

journal article

State-dependent vector hybrid linear and nonlinear ARMA modeling: Applications

Y Zheng, Z Lin, D Tay

(2001), Vol. 20, pp. 575-597, Circuits, Systems, and Signal Processing, C1-1

journal article

Modeling general distributed nonstationary process and identifying time-varying autoregressive system by wavelets: Theory and application

Y Zheng, D Tay, Z Lin

(2001), Vol. 81, pp. 1823-1848, Signal Processing, C1-1

journal article

Decode to channel binary block codes based on neural networks and genetic algorithm

Y Zheng, X Tang, D Tay

(2001), Vol. 15, pp. 141-159, Applied Artificial Intelligence, C1-1

journal article

Time-varying parametric system multiresolution identification by wavelets

Y Zheng, Z Lin, D Tay

(2001), Vol. 32, pp. 775-793, International Journal of Systems Science, C1-1

journal article

Integer wavelet transform for medical image compression

D Tay

(2001), pp. 357-360, ANZIIS 2001 - Proceedings of the 7th Australian and New Zealand Intelligent Information Systems Conference, E1-1

conference

Balanced spatial and frequency localised 2-D nonseparable wavelet filters

D Tay

(2001), Vol. 2, pp. 489-492, ISCAS 2001 - 2001 IEEE International Symposium on Circuits and Systems, Conference Proceedings, E1-1

conference
2000

Analytical design of 3-D wavelet filter banks using the multivariate Bernstein polynomial

D Tay

(2000), Vol. 147, pp. 122-129, IEE Proceedings: Vision, Image and Signal Processing, C1-1

journal article

Signal extraction and power spectrum estimation using wavelet transform scale space filtering and Bayes shrinkage

Y Zheng, D Tay, L Li

(2000), Vol. 80, pp. 1535-1549, Signal Processing, C1-1

journal article

Rationalizing the coefficients of popular biorthogonal wavelet filters

D Tay

(2000), Vol. 10, pp. 998-1005, IEEE Transactions on Circuits and Systems for Video Technology, C1-1

journal article

Parametric Bernstein polynomial for least squares design of 3-D wavelet filter banks

D Tay

(2000), Vol. 1, pp. 488-491, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, E1-1

conference
1999

On the McClellan transformation of 1-D even-length linear phase filterbanks

D Tay

(1999), Vol. 6, pp. 183-185, IEEE Signal Processing Letters, C1-1

journal article

Enhancement of document images using multiresolution and fuzzy logic techniques

F Sattar, D Tay

(1999), Vol. 6, pp. 249-252, IEEE Signal Processing Letters, C1-1

journal article
1998

Design of perfect reconstruction filter banks using transformation of variables and refactorization

D Tay

(1998), Vol. 26, pp. 103-107, International Journal of Circuit Theory and Applications, C1-1

journal article

Design of causal stable MR perfect reconstruction filter banks using transformation of variables

D Tay

(1998), Vol. 145, pp. 287-292, IEE Proceedings: Vision, Image and Signal Processing, C1-1

journal article

Design of filter banks using transformation of variables: new results

D Tay

(1998), Vol. 46, pp. 203-209, IEEE Transactions on Signal Processing, C1-1

journal article

Analytical design of 3-D wavelet filter banks using the multivariate Bernstein polynomial

D Tay

(1998), Vol. 3, pp. 1789-1792, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, E1-1

conference
1997

Design of Filter Banks/Wavelets Using TROV: A Survey

D Tay

(1997), Vol. 7, pp. 229-238, Digital Signal Processing: A Review Journal, C1-1

journal article

Directional SVD: A new technique for designing 2-D diamond halfband filters and filter banks

D Tay

(1997), Vol. 2, pp. 455-458, International Conference on Digital Signal Processing, DSP, E1-1

conference

Design of perfect reconstruction filter banks using transformation of variables and re-factorization

D Tay

(1997), Vol. 3, pp. 1349-1352, Proceedings of the International Conference on Information, Communications and Signal Processing, ICICS, E1-1

conference
1996

Design of nonseparable 3-D filter banks/wavelet bases using transformations of variables

D Tay, N Kingsbury

(1996), Vol. 143, pp. 51-60, IEE Proceedings: Vision, Image and Signal Processing, C1-1

journal article

Design of 2-D perfect reconstruction filter banks using transformations of variables: IIR case

D Tay, N Kingsbury

(1996), Vol. 43, pp. 274-279, IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, C1-1

journal article
1994

Design of regular 2D nonseparable wavelets/filter banks using transformations of variables

D Tay, N Kingsbury

(1994), Vol. 2303, pp. 226-237, Proceedings of SPIE - The International Society for Optical Engineering, C1-1

journal article

Design of perfect reconstruction finite impulse response (FIR) 2-channel filter banks in 3D with face-centered orthorhombic (FCO) sampling using transformations of variables

D Tay, N Kingsbury

(1994), Vol. 2298, pp. 507-518, Proceedings of SPIE - The International Society for Optical Engineering, C1-1

journal article
1993

Flexible Design of Multidimensional Perfect Reconstruction FIR 2-Band Filters Using Transformations of Variables

D Tay, N Kingsbury

(1993), Vol. 2, pp. 466-480, IEEE Transactions on Image Processing, C1-1

journal article

Flexible design of multidimensional perfect reconstruction FIR 2-band filters using transformations of variables

D Tay, N Kingsbury

(1993), Vol. 2, pp. 966-970, IEEE Transactions on Image Processing, C1-1

journal article
1992

Structures for multidimensional FIR perfect reconstruction filter banks

D Tay, N Kingsbury

(1992), Vol. 4, pp. 641-644, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, E1-1

conference

Funded Projects at Deakin

No Funded Projects at Deakin found

Supervisions

No completed student supervisions to report