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ORCIDThierry Blu
Person information
- affiliation: Chinese University of Hong
- affiliation: Swiss Federal Institute of Technology in Lausanne, Switzerland
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2020 – today
- 2023
[j73]Ruiming Guo, Thierry Blu
:
Super-Resolving a Frequency Band [Tips & Tricks]. IEEE Signal Process. Mag. 40(7): 73-77 (2023)- [c105]Renke Wang, Thierry Blu, Pier Luigi Dragotti:
Reconstruction of Images with Finite Rate of Innovation from Noisy Tomographic Projections. EUSIPCO 2023: 1953-1957 - [c104]Zikai Sun, Thierry Blu:
Empowering Networks With Scale and Rotation Equivariance Using A Similarity Convolution. ICLR 2023 - [i3]Zikai Sun, Thierry Blu:
Empowering Networks With Scale and Rotation Equivariance Using A Similarity Convolution. CoRR abs/2303.00326 (2023) - 2022
- [j72]Shutian Zhao, Donal G. Cahill, Siyue Li, Fan Xiao, Thierry Blu, James F. Griffith, Weitian Chen:
Denoising of three-dimensional fast spin echo magnetic resonance images of knee joints using spatial-variant noise-relevant residual learning of convolution neural network. Comput. Biol. Medicine 151(Part): 106295 (2022) - [j71]Ruiming Guo, Yongfei Li, Thierry Blu, Hangfang Zhao:
Vector-FRI Recovery of Multi-Sensor Measurements. IEEE Trans. Signal Process. 70: 4369-4380 (2022) - [c103]Zikai Sun, Thierry Blu:
A Nonlinear Steerable Complex Wavelet Decomposition of Images. ICASSP 2022: 1690-1694 - [c102]Zihan Zhang, Thierry Blu:
Blind Source Separation via a Weak Exclusion Principle. ICASSP 2022: 2699-2703 - [c101]Zikai Sun, Zihan Zhang, Thierry Blu:
An Algebraic Optimization Approach To Image Registration. ICIP 2022: 2776-2780 - [i2]Shutian Zhao, Donal G. Cahill, Siyue Li, Fan Xiao, Thierry Blu, James F. Griffith, Weitian Chen:
Denoising of Three-Dimensional Fast Spin Echo Magnetic Resonance Images of Knee Joints using Spatial-Variant Noise-Relevant Residual Learning of Convolution Neural Network. CoRR abs/2204.10773 (2022) - 2021
- [j70]Thomas Küstner, Jiazhen Pan, Haikun Qi, Gastão Cruz, Christopher Gilliam, Thierry Blu, Bin Yang, Sergios Gatidis, René M. Botnar, Claudia Prieto:
LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 40(12): 3686-3697 (2021) - [j69]Yongfei Li, Ruiming Guo, Thierry Blu, Hangfang Zhao:
Generic FRI-Based DOA Estimation: A Model-Fitting Method. IEEE Trans. Signal Process. 69: 4102-4115 (2021) - [j68]Ruiming Guo, Thierry Blu:
Exploring the Geometry of One-Dimensional Signals. IEEE Trans. Signal Process. 69: 5299-5312 (2021) - [j67]Roxana Alexandru, Thierry Blu, Pier Luigi Dragotti:
Diffusion SLAM: Localizing Diffusion Sources From Samples Taken by Location-Unaware Mobile Sensors. IEEE Trans. Signal Process. 69: 5539-5554 (2021) - [c100]Roxana Alexandru, Thierry Blu, Pier Luigi Dragotti:
Localising Diffusion Sources from Samples Taken Along Unknown Parametric Trajectories. EUSIPCO 2021: 2199-2203 - [i1]Thomas Küstner, Jiazhen Pan, Haikun Qi, Gastão Cruz, Christopher Gilliam, Thierry Blu, Bin Yang, Sergios Gatidis, René M. Botnar, Claudia Prieto:
LAPNet: Non-rigid Registration derived in k-space for Magnetic Resonance Imaging. CoRR abs/2107.09060 (2021) - 2020
- [j66]Xinxin Zhang, Christopher Gilliam, Thierry Blu:
All-Pass Parametric Image Registration. IEEE Trans. Image Process. 29: 5625-5640 (2020) - [j65]Tianle Zhao, Thierry Blu:
The Fourier-Argand Representation: An Optimal Basis of Steerable Patterns. IEEE Trans. Image Process. 29: 6357-6371 (2020) - [j64]Ruiming Guo, Thierry Blu:
FRI Sensing: Retrieving the Trajectory of a Mobile Sensor From Its Temporal Samples. IEEE Trans. Signal Process. 68: 5533-5545 (2020) - [c99]Thomas Küstner, Jiazhen Pan, Christopher Gilliam, Haikun Qi, Gastão Cruz, Kerstin Hammernik, Bin Yang, Thierry Blu, Daniel Rueckert, René M. Botnar, Claudia Prieto, Sergios Gatidis:
Deep-learning based motion-corrected image reconstruction in 4D magnetic resonance imaging of the body trunk. APSIPA 2020: 976-985 - [c98]Ruiming Guo, Thierry Blu:
FRI Sensing: 2D Localization from 1D Mobile Sensor Data. APSIPA 2020: 986-991 - [c97]Roxana Alexandru, Thierry Blu, Pier Luigi Dragotti:
D-SLAM: Diffusion Source Localization and Trajectory Mapping. ICASSP 2020: 5600-5604 - [c96]Feng Xue, Thierry Blu:
On The Degrees Of Freedom in Total Variation Minimization. ICASSP 2020: 5690-5694
2010 – 2019
- 2019
- [c95]Dmitry Batenkov, Ayush Bhandari, Thierry Blu:
Rethinking Super-resolution: the Bandwidth Selection Problem. ICASSP 2019: 5087-5091 - [c94]Ruiming Guo, Thierry Blu:
FRI Sensing: Sampling Images along Unknown Curves. ICASSP 2019: 5132-5136 - [c93]Xinxin Zhang, Christopher Gilliam, Thierry Blu:
Parametric Registration for Mobile Phone Images. ICIP 2019: 1312-1316 - [c92]Feng Xue, Jizhou Li, Thierry Blu:
An Iterative Sure-Let Deconvolution Algorithm Based on BM3D Denoiser. ICIP 2019: 1795-1799 - [c91]Tianle Zhao, Thierry Blu:
Detecting Curves in Very Noisy Images Using Fourier-Argand Moments. ICIP 2019: 3011-3015 - [c90]Tejas Jayashankar, Pierre Moulin, Thierry Blu, Christopher Gilliam:
Lap-Based Video Frame Interpolation. ICIP 2019: 4195-4199 - 2018
- [j63]Jizhou Li, Florian Luisier, Thierry Blu:
PURE-LET Image Deconvolution. IEEE Trans. Image Process. 27(1): 92-105 (2018) - [j62]Christopher Gilliam, Thierry Blu:
Local All-Pass Geometric Deformations. IEEE Trans. Image Process. 27(2): 1010-1025 (2018) - [j61]Hanjie Pan, Thierry Blu, Martin Vetterli:
Efficient Multidimensional Diracs Estimation With Linear Sample Complexity. IEEE Trans. Signal Process. 66(17): 4642-4656 (2018) - [c89]Christopher Gilliam, Adrian Bingham, Thierry Blu, Beth Jelfs:
Time-Varying Delay Estimation Using Common Local All-Pass Filters with Application to Surface Electromyography. ICASSP 2018: 841-845 - [c88]Feng Xue, Thierry Blu, Jiaqi Liu, Xia Ai:
Recursive Evaluation of Sure for Total Variation Denoising. ICASSP 2018: 1338-1342 - [c87]Feng Xue, Thierry Blu, Jiaqi Liu, Xia Ai:
A Novel Gcv-Based Criterion for Parameter Selection In Image Deconvolution. ICASSP 2018: 1403-1407 - [c86]Jizhou Li, Feng Xue, Thierry Blu:
Accurate 3D PSF estimation from a wide-field microscopy image. ISBI 2018: 501-504 - 2017
- [j60]Thomas Kustner, Martin Schwartz, Petros Martirosian, Sergios Gatidis, Ferdinand Seith, Christopher Gilliam, Thierry Blu, Hadi Fayad, Dimitris Visvikis, Fritz Schick, Bin Yang, Holger Schmidt, Nina F. Schwenzer:
MR-based respiratory and cardiac motion correction for PET imaging. Medical Image Anal. 42: 129-144 (2017) - [j59]Hanjie Pan, Thierry Blu, Martin Vetterli:
Towards Generalized FRI Sampling With an Application to Source Resolution in Radioastronomy. IEEE Trans. Signal Process. 65(4): 821-835 (2017) - [c85]Ayush Bhandari, Thierry Blu:
FRI sampling and time-varying pulses: Some theory and four short stories. ICASSP 2017: 3804-3808 - [c84]Jizhou Li, Feng Xue, Thierry Blu:
Gaussian blur estimation for photon-limited images. ICIP 2017: 495-499 - [c83]Xinxin Zhang, Christopher Gilliam, Thierry Blu:
Iterative fitting after elastic registration: An efficient strategy for accurate estimation of parametric deformations. ICIP 2017: 1492-1496 - [c82]Xinxin Zhang, Christopher Gilliam, Thierry Blu:
Iterative fitting after elastic registration: An efficient strategy for accurate estimation of parametric deformations. ICIP 2017: 1497-1501 - [c81]Jizhou Li, Florian Luisier, Thierry Blu:
Pure-let deconvolution of 3D fluorescence microscopy images. ISBI 2017: 723-727 - [c80]Lan Ma, Thierry Blu, William S.-Y. Wang:
Event-related potentials Source Separation based on a weak exclusion principle. ISBI 2017: 1011-1014 - 2016
- [c79]Lan Ma, Thierry Blu, William S.-Y. Wang:
An EEG blind source separation algorithm based on a weak exclusion principle. EMBC 2016: 859-862 - [c78]Christopher Gilliam, Thierry Blu:
Finding the minimum rate of innovation in the presence of noise. ICASSP 2016: 4019-4023 - [c77]Feng Xue, Thierry Blu, Runle Du, Jiaqi Liu:
An iterative sure-let approach to sparse reconstruction. ICASSP 2016: 4493-4497 - [c76]Jizhou Li, Florian Luisier, Thierry Blu:
Deconvolution of poissonian images with the PURE-LET approach. ICIP 2016: 2708-2712 - [c75]Christopher Gilliam, Thomas Kustner, Thierry Blu:
3D motion flow estimation using local all-pass filters. ISBI 2016: 282-285 - 2015
- [j58]Feng Xue, Thierry Blu:
A Novel SURE-Based Criterion for Parametric PSF Estimation. IEEE Trans. Image Process. 24(2): 595-607 (2015) - [j57]Zafer Dogan, Christopher Gilliam, Thierry Blu, Dimitri Van De Ville:
Reconstruction of Finite Rate of Innovation Signals with Model-Fitting Approach. IEEE Trans. Signal Process. 63(22): 6024-6036 (2015) - [c74]Lan Ma, James W. Minett, Thierry Blu, William S.-Y. Wang:
Resting State EEG-based biometrics for individual identification using convolutional neural networks. EMBC 2015: 2848-2851 - [c73]Christopher Gilliam, Thierry Blu:
Local All-Pass filters for optical flow estimation. ICASSP 2015: 1533-1537 - [c72]Hanjie Pan, Thierry Blu, Martin Vetterli:
Annihilation-driven localised image edge models. ICASSP 2015: 5977-5981 - [c71]Thierry Blu, Pierre Moulin, Christopher Gilliam:
Approximationorder of the lap optical flow algorithm. ICIP 2015: 48-52 - [c70]Chandra Sekhar Seelamantula, Thierry Blu:
Image denoising in multiplicative noise. ICIP 2015: 1528-1532 - [c69]Jizhou Li, Christopher Gilliam, Thierry Blu:
A multi-frame optical flow spot tracker. ICIP 2015: 3670-3674 - 2014
- [j56]Hanjie Pan, Thierry Blu, Pier Luigi Dragotti:
Sampling Curves With Finite Rate of Innovation. IEEE Trans. Signal Process. 62(2): 458-471 (2014) - [c68]Christopher Gilliam, Thierry Blu:
Fitting instead of annihilation: Improved recovery of noisy FRI signals. ICASSP 2014: 51-55 - [c67]Bala Kishore Panisetti, Thierry Blu, Chandra Sekhar Seelamantula:
An unbiased risk estimator for multiplicative noise - Application to 1-D signal denoising. DSP 2014: 497-502 - [c66]Manson Cheuk-Man Fong, James W. Minett, Thierry Blu, William S.-Y. Wang:
Towards a neural measure of perceptual distance - classification of electroencephalographic responses to synthetic vowels. INTERSPEECH 2014: 2595-2599 - [c65]Zafer Dogan, Thierry Blu, Dimitri Van De Ville:
Detecting spontaneous brain activity in functional magnetic resonance imaging using finite rate of innovation. ISBI 2014: 1047-1050 - 2013
- [j55]Feng Xue, Florian Luisier, Thierry Blu:
Multi-Wiener SURE-LET Deconvolution. IEEE Trans. Image Process. 22(5): 1954-1968 (2013) - [j54]Hanjie Pan, Thierry Blu:
An Iterative Linear Expansion of Thresholds for 퓁 1 -Based Image Restoration. IEEE Trans. Image Process. 22(9): 3715-3728 (2013) - [j53]Jose Antonio Uriguen, Thierry Blu, Pier Luigi Dragotti:
FRI Sampling With Arbitrary Kernels. IEEE Trans. Signal Process. 61(21): 5310-5323 (2013) - [c64]Liying Wei, Thierry Blu:
Construction of an orthonormal complex multiresolution analysis. ICASSP 2013: 2381-2385 - [c63]Zafer Dogan, Thierry Blu, Dimitri Van De Ville:
Eigensensing and deconvolution for the reconstruction of heat absorption profiles from photoacoustic tomography data. ISBI 2013: 1154-1157 - 2012
- [j52]Florian Luisier, Thierry Blu, Patrick J. Wolfe:
A CURE for Noisy Magnetic Resonance Images: Chi-Square Unbiased Risk Estimation. IEEE Trans. Image Process. 21(8): 3454-3466 (2012) - [c62]Manson Cheuk-Man Fong, James William Minett, Thierry Blu, William Shi-Yuan Wang:
Brain-computer interface (BCI): is it strictly necessary to use random sequences in visual spellers? APCHI 2012: 109-118 - [c61]Joni Polili Lie, Thierry Blu, Chong Meng Samson See:
Single antenna power measurements based direction finding with incomplete spatial coverage. ICASSP 2012: 2641-2644 - [c60]Feng Xue, Florian Luisier, Thierry Blu:
SURE-LET image deconvolution using multiple Wiener filters. ICIP 2012: 3037-3040 - [c59]Zafer Dogan, Ivana Jovanovic, Thierry Blu, Dimitri Van De Ville:
3D reconstruction of wave-propagated point sources from boundary measurements using joint sparsity and finite rate of innovation. ISBI 2012: 1575-1578 - [c58]Feng Xue, Thierry Blu:
Sure-based blind Gaussian deconvolution. SSP 2012: 452-455 - [c57]Liying Wei, Thierry Blu:
A new non-redundant complex Hilbert wavelet transforms. SSP 2012: 652-655 - 2011
- [j51]Thierry Blu, Laurent Duval, Truong Q. Nguyen, Jean-Christophe Pesquet:
Advances in multirate filter bank structures and multiscale representations. Signal Process. 91(12): 2697-2698 (2011) - [j50]Florian Luisier, Thierry Blu, Michael Unser:
Image Denoising in Mixed Poisson-Gaussian Noise. IEEE Trans. Image Process. 20(3): 696-708 (2011) - [c56]Joni Polili Lie, Thierry Blu, Chong Meng Samson See:
Azimuth-elevation direction finding using power measurements from single antenna. ICASSP 2011: 2608-2611 - [c55]Haricharan Lakshman, Heiko Schwarz, Thierry Blu, Thomas Wiegand:
Generalized interpolation for motion compensated prediction. ICIP 2011: 1213-1216 - [c54]Hanjie Pan, Thierry Blu:
Sparse image restoration using iterated linear expansion of thresholds. ICIP 2011: 1905-1908 - [c53]Djano Kandaswamy, Thierry Blu, Laurent Spinelli, Christoph M. Michel, Dimitri Van De Ville:
Local multilayer analytic sensing for EEG source localization: Performance bounds and experimental results. ISBI 2011: 479-483 - 2010
- [j49]Florian Luisier, Cédric Vonesch, Thierry Blu, Michael Unser:
Fast interscale wavelet denoising of Poisson-corrupted images. Signal Process. 90(2): 415-427 (2010) - [j48]Florian Luisier, Thierry Blu, Michael Unser:
SURE-LET for Orthonormal Wavelet-Domain Video Denoising. IEEE Trans. Circuits Syst. Video Technol. 20(6): 913-919 (2010) - [j47]Jesse Berent, Pier Luigi Dragotti, Thierry Blu:
Sampling piecewise sinusoidal signals with finite rate of innovation methods. IEEE Trans. Signal Process. 58(2): 613-625 (2010) - [j46]Joni Polili Lie, Thierry Blu, Chong Meng Samson See:
Single antenna power measurements based direction finding. IEEE Trans. Signal Process. 58(11): 5682-5692 (2010) - [j45]Dimitri Van De Ville, Brigitte Forster-Heinlein, Michael Unser, Thierry Blu:
Analytical Footprints: Compact Representation of Elementary Singularities in Wavelet Bases. IEEE Trans. Signal Process. 58(12): 6105-6118 (2010) - [c52]Florian Luisier, Thierry Blu, Michael Unser:
Undecimated haar thresholding for poisson intensity estimation. ICIP 2010: 1697-1700 - [c51]Meng Wang, Thierry Blu:
Generalized YUV interpolation of CFA images. ICIP 2010: 1909-1912 - [c50]Nengheng Zheng, Xia Li, Thierry Blu, Tan Lee:
SURE-MSE speech enhancement for robust speech recognition. ISCSLP 2010: 271-274
2000 – 2009
- 2009
- [j44]Djano Kandaswamy, Thierry Blu, Dimitri Van De Ville:
Analytic Sensing: Noniterative Retrieval of Point Sources from Boundary Measurements. SIAM J. Sci. Comput. 31(4): 3179-3194 (2009) - [c49]Florian Luisier, Cédric Vonesch, Thierry Blu, Michael Unser:
Fast Haar-Wavelet Denoising of Multidimensional Fluorescence Microscopy Data. ISBI 2009: 310-313 - 2008
- [j43]Yann Barbotin, Dimitri Van De Ville, Thierry Blu, Michael Unser:
Fast Computation of Polyharmonic B-Spline Autocorrelation Filters. IEEE Signal Process. Lett. 15: 773-776 (2008) - [j42]Thierry Blu, Pier Luigi Dragotti, Martin Vetterli, Pina Marziliano, Lionel Coulot:
Sparse Sampling of Signal Innovations. IEEE Signal Process. Mag. 25(2): 31-40 (2008) - [j41]Florian Luisier, Thierry Blu:
SURE-LET Multichannel Image Denoising: Interscale Orthonormal Wavelet Thresholding. IEEE Trans. Image Process. 17(4): 482-492 (2008) - [j40]Sathish Ramani, Thierry Blu, Michael Unser:
Monte-Carlo Sure: A Black-Box Optimization of Regularization Parameters for General Denoising Algorithms. IEEE Trans. Image Process. 17(9): 1540-1554 (2008) - [j39]Sathish Ramani, Dimitri Van De Ville, Thierry Blu, Michael Unser:
Nonideal Sampling and Regularization Theory. IEEE Trans. Signal Process. 56(3): 1055-1070 (2008) - [c48]Florian Luisier, Thierry Blu:
SURE-LET multichannel image denoising: undecimated wavelet thresholding. ICASSP 2008: 769-772 - [c47]Sathish Ramani, Thierry Blu, Michael Unser:
Blind optimization of algorithm parameters for signal denoising by Monte-Carlo SURE. ICASSP 2008: 905-908 - [c46]Saskia Delpretti, Florian Luisier, Sathish Ramani, Thierry Blu, Michael Unser:
Multiframe sure-let denoising of timelapse fluorescence microscopy images. ISBI 2008: 149-152 - [c45]Djano Kandaswamy, Thierry Blu, Laurent Spinelli, Christoph M. Michel, Dimitri Van De Ville:
EEG source localization by multi-planar analytic sensing. ISBI 2008: 1075-1078 - [c44]Philippe Thévenaz, Thierry Blu, Michael Unser:
Short basis functions for constant-variance interpolation. Image Processing 2008: 69142L - 2007
- [j38]Brice Bathellier, Dimitri Van De Ville, Thierry Blu, Michael Unser, Alan Carleton:
Wavelet-based multi-resolution statistics for optical imaging signals: Application to automated detection of odour activated glomeruli in the mouse olfactory bulb. NeuroImage 34(3): 1020-1035 (2007) - [j37]Dimitri Van De Ville, Mohamed L. Seghier, François Lazeyras, Thierry Blu, Michael Unser:
WSPM: Wavelet-based statistical parametric mapping. NeuroImage 37(4): 1205-1217 (2007) - [j36]Florian Luisier, Thierry Blu, Michael Unser:
A New SURE Approach to Image Denoising: Interscale Orthonormal Wavelet Thresholding. IEEE Trans. Image Process. 16(3): 593-606 (2007) - [j35]Thierry Blu, Florian Luisier:
The SURE-LET Approach to Image Denoising. IEEE Trans. Image Process. 16(11): 2778-2786 (2007) - [j34]Michael Unser, Thierry Blu:
Self-Similarity: Part I-Splines and Operators. IEEE Trans. Signal Process. 55(4): 1352-1363 (2007) - [j33]Thierry Blu, Michael Unser:
Self-Similarity: Part II-Optimal Estimation of Fractal Processes. IEEE Trans. Signal Process. 55(4): 1364-1378 (2007) - [j32]Pier Luigi Dragotti, Martin Vetterli, Thierry Blu:
Sampling Moments and Reconstructing Signals of Finite Rate of Innovation: Shannon Meets Strang-Fix. IEEE Trans. Signal Process. 55(5-1): 1741-1757 (2007) - [j31]Cédric Vonesch, Thierry Blu, Michael Unser:
Generalized Daubechies Wavelet Families. IEEE Trans. Signal Process. 55(9): 4415-4429 (2007) - [c43]S. Chandra Sekhar, Himanshu Nazkani, Thierry Blu, Michael Unser:
A New Technique for High-Resolution Frequency Domain Optical Coherence Tomography. ICASSP (1) 2007: 425-428 - [c42]Dimitri Van De Ville, Brice Bathellier, Alan Carleton, Thierry Blu, Michael Unser:
Wavelet-Based Statistical Analysis for Optical Imaging in Mouse Olfactory Bulb. ISBI 2007: 448-451 - [c41]S. Chandra Sekhar, Rainer A. Leitgeb, Martin L. Villiger, Adrian H. Bachmann, Thierry Blu, Michael Unser:
Non-Iterative Exact Signal Recovery in Frequency Domain Optical Coherence Tomography. ISBI 2007: 808-811 - 2006
- [j30]Mathews Jacob, Thierry Blu, C. Vaillant, J. H. Maddocks, Michael Unser:
3-D shape estimation of DNA molecules from stereo cryo-electron micro-graphs using a projection-steerable snake. IEEE Trans. Image Process. 15(1): 214-227 (2006) - [j29]Pina Marziliano, Martin Vetterli, Thierry Blu:
Sampling and exact reconstruction of bandlimited signals with additive shot noise. IEEE Trans. Inf. Theory 52(5): 2230-2233 (2006) - [c40]