Publications

by ESPIAU_DE_LAMAESTRE Jules — last modified 2011-02-23 18:15

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2009

M.Yaghoobi and M. Davies, "Compressible Dictionary Learning for Fast Sparse Approximation", IEEE Workshop on Statistical Signal Processing, pp. 662-665, Aug. 31- Sep. 3, 2009.
M. Yaghoobi, L. Daudet and M. Davies, "Parametric Dictionary Design for Sparse Coding", IEEE Transaction on Signal Processing, Vol. 57, No. 12, pp 4800-4810, 2009.
M. Yaghoobi L. Daudet, M. Davies, "Structured and Incoherent Parametric Dictionary Design", IEEE International Conference on Acoustics, Speech and Signal Processing, 5486-5489, March 2010.
M. D. Plumbley, T. Blumensath, L. Daudet, R. Gribonval and M. E. Davies, "Sparse Representations in Audio and Music: from Coding to Source Separation", accepted for publication in the Proceedings of the IEEE.
N. Duong, E. Vincent, and R. Gribonval, Under-determined convolutive blind source separation using spatial covariance models Preprint November 2009. To appear in IEEE Transactions on Audio, Speech and Language Processing.
F. Jaillet, R. Gribonval, M.D. Plumbley and H. Zayyani, An L1 criterion for dictionary learning by subspace identification, in Proc. ICASSP 2010.

M. D. Plumbley, T. Blumensath, L. Daudet, R. Gribonval and M. E. Davies. Sparse representations in audio and music: from coding to source separation. To appear in Proceedings of the IEEE.

M. D. Plumbley and M. Bevilacqua. Sparse Reconstruction for Compressed Sensing using Stagewise Polytope Faces Pursuit. In Proc. 16th International Conference on Digital Signal Processing (DSP 2009), 5-7 July 2009 (8 pp).
M G Jafari and M D Plumbley. A sparse greedy algorithm for speech signals in noise, INSPIRE Conference, London 2009, 6-8 September.
B. Mailhe, R. Gribonval, F. Bimbot, and P. Vandergheynst, A Low Complexity Orthogonal Matching Pursuit for Sparse Signal Approximation with Shift-Invariant Dictionaries, in Proc. ICASSP'09 (IEEE Int. Conf. on Acoustics, Speech and Signal Processing), April 2009
F. Naini, R. Gribonval, L. Jacques, and P. Vandergheynst, Compressive Sampling of Pulse Trains : Spread the Spectrum!, in Proc. ICASSP'09 (IEEE Int. Conf. on Acoustics, Speech and Signal Processing), April 2009.
B. Mailhe, R. Gribonval, F. Bimbot, M. Lemay, P. Vandergheynst, and J.-M. Vesin, Dictionary Learning for the Sparse Modeling of Atrial Fibrillation in ECG Signals, in Proc. ICASSP'09 (IEEE Int. Conf. on Acoustics, Speech and Signal Processing), April 2009.
A. Alahi, Y. Boursier, L. Jacques and P. Vandergheynst, Sport Players Detection and
Tracking With a Mixed Network of Planar and Omnidirectional Cameras, Third ACM/IEEE International Conference on Distributed Smart Cameras, (2009)

A. Alahi, Y. Boursier, L. Jacques and P. Vandergheynst, A Sparsity Constrained Inverse Problem to Locate People in a Network of Cameras, 16th International Conference on Digital Signal Processing, (2009)
A. Alahi, L. Jacques, Y. Boursier and P. Vandergheynst, Sparsity-driven People Localization Algorithm: Evaluation in Crowded Scenes Environments, IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, (2009).

SMALL Project