All Stories

  1. Scalable FBP decomposition for cone-beam CT reconstruction

    Article • November 2021, ACM (Association for Computing Machinery)

    Dr Thomas Blumensath

  2. Backprojection inverse filtration for tomographic reconstruction

    Article • IET Image Processing, April 2018, the Institution of Engineering and Technology (the IET)

    Dr Thomas Blumensath

  3. Recent Advances in X-ray Cone-beam Computed Laminography

    Article • Journal of X-Ray Science and Technology, October 2016, IOS Press

    Dr Thomas Blumensath

  4. Non-convexly constrained image reconstruction from nonlinear tomographic X-ray measurements

    Article • Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences, May 2015, Royal Society Publishing

    Dr Thomas Blumensath

  5. k‐t FASTER: Acceleration of functional MRI data acquisition using low rank constraints

    Article • Magnetic Resonance in Medicine, August 2014, Wiley

    Dr Thomas Blumensath

  6. Monte Carlo methods for compressed sensing

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  7. The Geometry of Compressed Sensing

    Article • September 2013, Springer Science + Business Media

    Dr Thomas Blumensath

  8. Spatially constrained hierarchical parcellation of the brain with resting-state fMRI

    Article • NeuroImage, August 2013, Elsevier

    Dr Thomas Blumensath

  9. Compressed Sensing With Nonlinear Observations and Related Nonlinear Optimization Problems

    Article • IEEE Transactions on Information Theory, June 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  10. Accelerated iterative hard thresholding

    Article • Signal Processing, March 2012, Elsevier

    Dr Thomas Blumensath

  11. Resting-State FMRI Single Subject Cortical Parcellation Based on Region Growing

    Article • January 2012, Springer Science + Business Media

    Dr Thomas Blumensath

  12. Sampling and Reconstructing Signals From a Union of Linear Subspaces

    Article • IEEE Transactions on Information Theory, July 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  13. Sparse Representations in Audio and Music: From Coding to Source Separation

    Article • Proceedings of the IEEE, June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath, Professor Mark D. Plumbley

  14. Normalized Iterative Hard Thresholding: Guaranteed Stability and Performance

    Article • IEEE Journal of Selected Topics in Signal Processing, April 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  15. Stagewise Weak Gradient Pursuits

    Article • IEEE Transactions on Signal Processing, November 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  16. Iterative hard thresholding for compressed sensing

    Article • Applied and Computational Harmonic Analysis, November 2009, Elsevier

    Dr Thomas Blumensath

  17. Dictionary Learning for Sparse Approximations With the Majorization Method

    Article • IEEE Transactions on Signal Processing, June 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  18. A simple, efficient and near optimal algorithm for compressed sensing

    Article • April 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  19. Parsimonious dictionary learning

    Article • April 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  20. Sampling Theorems for Signals From the Union of Finite-Dimensional Linear Subspaces

    Article • IEEE Transactions on Information Theory, April 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  21. Fast compressed-sensing reconstruction for magnetic-resonance imaging

    Article • SPIE Newsroom, January 2009, SPIE

    Dr Thomas Blumensath

  22. Iterative Thresholding for Sparse Approximations

    Article • Journal of Fourier Analysis and Applications, September 2008, Springer Science + Business Media

    Dr Thomas Blumensath

  23. Gradient Pursuits

    Article • IEEE Transactions on Signal Processing, June 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  24. Synthetic Aperture Radar raw data encoding using Compressed Sensing

    Article • May 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  25. Faster & greedier: algorithms for sparse reconstruction of large datasets

    Article • March 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  26. Monte Carlo Methods for Adaptive Sparse Approximations of Time-Series

    Article • IEEE Transactions on Signal Processing, September 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  27. Fast Encoding of Synthetic Aperture Radar Raw Data using Compressed Sensing

    Article • August 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  28. Quantized Sparse Approximation with Iterative Thresholding for Audio Coding

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  29. Iterative Hard Thresholding and L0 Regularisation

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  30. Sparse representations of polyphonic music

    Article • Signal Processing, March 2006, Elsevier

    Dr Thomas Blumensath, Professor Mark D. Plumbley

  31. Sparse and shift-Invariant representations of music

    Article • IEEE Transactions on Audio Speech and Language Processing, January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  32. On Shift-Invariant Sparse Coding

    Article • January 2004, Springer Science + Business Media

    Dr Thomas Blumensath

  33. Unsupervised learning of sparse and shift-invariant decompositions of polyphonic music

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  34. Enforcing sparsity, shift-invariance and positivity in a bayesian model of polyphonic piano music

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath

  35. Compressed Sensing and Source Separation

    Article • Springer Science + Business Media

    Dr Thomas Blumensath

  36. Greedy algorithms for compressed sensing

    Article • Cambridge University Press

    Dr Thomas Blumensath

  37. Musical audio analysis using sparse representations

    Article • Springer Science + Business Media

    Dr Thomas Blumensath, Professor Mark D. Plumbley

  38. A Fast Importance Sampling Algorithm for Unsupervised Learning of Over-Complete Dictionaries

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Blumensath