List of Publications

M. M. J.-A. Simeoni : Sparse Spline Approximation on the Hypersphere by Generalised Total Variation Basis Pursuit. 2019-09-11.
M. M. J.-A. Simeoni; S. Kashani; P. Hurley; M. Vetterli : DeepWave: A Recurrent Neural-Network for Real-Time Acoustic Imaging. 2019-05-27. Thirty-third Conference on Neural Information Processing Systems (NeurIPS), Vancouver, December 9-14, 2019.
M. M. J.-A. Simeoni; P. Hurley : GRAPH SPECTRAL CLUSTERING OF CONVOLUTION ARTEFACTS IN RADIO INTERFEROMETRIC IMAGES. 2019-05-12. International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019), Brighton, UK, 12-17 May 2019.
G. Elhami; R. M. Weber : Audio Feature Extraction with Convolutional Neural Autoencoders with Application to Voice Conversion. 2019-05-12. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), London, May 12-17, 2019.
F. Dümbgen; C. Oeschger; M. Kolundzija; A. J. Scholefield; E. Girardin et al. : Multi-Modal Probabilistic Indoor Localization on a Smartphone. 2019. IPIN 2019 - 10th International Conference on Indoor Positioning and Indoor Navigation, Pisa, Italy, 30 Sept. - 3 Oct. 2019.
K. Adam; A. Scholefield; M. Vetterli : Sampling and Reconstruction of Bandlimited Signals with Multi-Channel Time Encoding; IEEE Transactions on Signal Processing. 2019.
K. Adam; A. Scholefield; M. Vetterli : Multi-channel Time Encoding for Improved Reconstruction of Bandlimited Signals. 2019. ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, May 12-17, 2019. p. 7963-7967. DOI : 10.1109/ICASSP.2019.8682361.
G. Elhami; M. W. Pacholska; B. Bejar Haro; M. Vetterli; A. J. Scholefield : Sampling at unknown locations: Uniqueness and reconstruction under constraints; IEEE Transactions on Signal Processing. 2018-11-15. DOI : 10.1109/TSP.2018.2872019.
E. Bezzam; A. Hoffet; P. Prandoni : Teaching Practical DSP with Off-the-Shelf Hardware and Free Software. 2018-11-01. 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK, May 12-17, 2019.
M. El Helou; F. Dümbgen; R. Achanta; S. Süsstrunk : Fourier-Domain Optimization for Image Processing. 2018-09-11.
G. Baechler; M. Krekovic; J. Ranieri; A. Chebira; M. L. Yue et al. : Super Resolution Phase Retrieval for Sparse Signals. 2018-08-06.
H. Pan; T. Blu; M. Vetterli : Efficient Multi-dimensional Diracs Estimation with Linear Sample Complexity; IEEE Transactions on Signal Processing. 2018-07-20. DOI : 10.1109/TSP.2018.2858213.
S. P. Rey : Guessing the Fingerings ; 2018-06-08.
K. S. H. Bergum; T. N. Skulstad : Design and development of a display device for Lippmann plates ; 2018-06-08.
A. J. Scholefield; A. Ghasemi; M. Vetterli : Bound and Conquer: Improving Triangulation by Enforcing Consistency; submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence. 2018-03-02.
A. G. J. Besson; L. Roquette; D. Perdios; M. M. J.-A. Simeoni; M. Arditi et al. : A Physical Model of Non-stationary Blur in Ultrasound Imaging; IEEE Transactions on Computational Imaging. 2018-02-06.
E. Bezzam; A. Besson; H. Pan; D. Perdios; J.-P. Thiran et al. : Sparse Recovery of Strong Reflectors With an Application to Non-Destructive Evaluation. 2018-01-01. IEEE International Ultrasonics Symposium (IUS), Kobe, JAPAN, Oct 22-25, 2018.
J. Unnikrishnan; S. Haghighatshoar; M. Vetterli : Unlabeled Sensing With Random Linear Measurements; IEEE TRANSACTIONS ON INFORMATION THEORY. 2018. DOI : 10.1109/TIT.2018.2809002.
G. Baechler / M. Vetterli; A. J. Scholefield (Dir.) : Sampling the Multiple Facets of Light. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8795.
A. Latty : Development of a hyperspectral camera ; 2018.
D. El Badawy; I. Dokmanic : Direction of Arrival with One Microphone, a few LEGOs, and Non-Negative Matrix Factorization; IEEE/ACM Transactions on Audio, Speech and Language Processing. 2018. DOI : 10.1109/TASLP.2018.2867081.
A. Mermet : Augmenting "pyroomacoustics" with machine learning utilities ; 2018.
H. Pan / M. Vetterli; T. Blu (Dir.) : Looking beyond Pixels. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8340.
G. Baechler; F. Dümbgen; G. Elhami; M. Krekovic; R. Scheibler et al. : Combining Range and Direction for Improved Localization. 2018. International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, April 15-20.
F. Dümbgen; M. El Helou; N. Gucevska; S. Süsstrunk : Near-Infrared Fusion for Photorealistic Image Dehazing. 2018. Color Imaging: Displaying, Processing, Hardcopy, and Applications Session, at IS&T Electronic Imaging 2018, Burlingame, California, USA, January 28th - February 2nd 2018.
M. Krekovic; G. Baechler; I. Dokmanic; M. Vetterli : Structure from sound with incomplete data. 2018. 43rd International Conference on Acoustics, Speech and Signal Processing, Calgary, Alberta, Canada, April 15–20, 2018.
B. Bejar Haro; M. Vetterli : Sampling Continuous-time Sparse Signals: A Frequency-domain Perspective; IEEE Transactions on Signal Processing. 2018. DOI : 10.1109/TSP.2018.2791973.
F. Dümbgen : Bring voice user interfaces to our offices ; 2018.
M. Krekovic; G. Baechler; G. Elhami; F. Dümbgen : 2018 FIFA World Cup: The group stage imbalance. Can we do better? ; 2018.
A. Karbasi; A. H. Salavati; M. Vetterli : Learning Neural Connectivity from Firing Activity: Scalable Algorithms with Provable Guarantees; Journal of computational neuroscience. 2018. DOI : 10.1007/s10827-018-0678-8.
S. Kashani : Towards Real-Time High-Resolution Interferometric Imaging with Bluebild ; 2017-08-01.
P.-Chen : Feature Points Selection for Non-blind Image Matching ; 2017-01-13.
L. Droz : Audio Processing on the BeagleBone Black's Programmable Real-time Unit ; 2017.
L. Droz : Audio Processing on the BeagleBone Black's Programmable Real-time Unit ; 2017.
N. Gucevska : Extension of Python package for localization with angular measurements ; 2017.
E. Bezzam; R. Scheibler; J. Azcarreta; H. Pan; M. Simeoni et al. : Hardware And Software For Reproducible Research In Audio Array Signal Processing. 2017. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, LA, MAR 05-09, 2017. p. 6591-6592. DOI : 10.1109/ICASSP.2017.8005297.
F. Xue; H. Pan; R. Wu; X. Liu; J. Liu : Optimization Of Compound Regularization Parameters Based On Stein'S Unbiased Risk Estimate. 2017. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), New Orleans, LA, MAR 05-09, 2017. p. 4591-4595. DOI : 10.1109/ICASSP.2017.7953026.
L. Roquette; M. M. J.-A. Simeoni; P. Hurley : A FUNCTIONAL FRAMEWORK FOR ULTRASOUND IMAGING. 2017. 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, Alberta, Canada, 15–20 April 2018.
H. Pan; M. M. J.-A. Simeoni; P. Hurley; T. Blu; M. Vetterli : LEAP: Looking beyond pixels with continuous-space EstimAtion of Point sources; Astronomy & Astrophysics. 2017. DOI : 10.1051/0004-6361/201731828.
V. Barros : Randomized Projections for Improved Sensing and Imaging in Positron Emission Tomography ; 2017.
M. M. J.-A. Simeoni; P. Hurley : Sinobeam: Focused Beamforming for PET Scanners. 2017. IEEE International Symposium on Biomedical Imagery (ISBI), Melbourne, Australia, April 18-21, 2017.
N. Thanikachalam; L. A. Baboulaz; D. Firmenich; S. Suesstrunk; M. Vetterli ; Media item relighting technique. US2017256208 . 2017.
H. Pan : Python module for finite rate of innovation (FRI) sampling ; 2017.
L. Roquette : A Functional Framework for Enhanced Ultrasound Imaging ; 2017.
L. Roquette; M. M. J.-A. Simeoni; P. Hurley; A. G. J. Besson : On an Analytical, Spatially-Varying, Point-Spread-Function. 2017. 2017 IEEE International Ultrasound Symposium (IUS), Washington D.C. USA, September 6-9, 2017.
J. Ranieri; I. Dokmanic; M. Vetterli ; Method and apparatus for presenting to a user of a wearable apparatus additional information related to an audio scene. US2017188173 . 2017.
Z. Xue; M. Vetterli; L. A. Baboulaz ; Method, apparatus and program for processing a circular light field. US2017148208 . 2017.
A. Ghasemi / M. Vetterli; A. J. Scholefield (Dir.) : Bound and Conquer. Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7586.
C. Ferry : Implementation of FIR filters for fast multi-channel processing ; 2017.
Y. Yao : Experimental indoors localization using distance measurements obtained from visual data ; 2017.
R. N. Latty : Guessing the fingerings ; 2017.
J. Rüegg : The cost of omnidirectionality: extracting and labelling the echoes ; 2017.
P. Hurley; M. M. J.-A. Simeoni : FLEXARRAY: RANDOM PHASED ARRAY LAYOUTS FOR ANALYTICAL SPATIAL FILTERING. 2017. IEEE 2017 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), New Orleans, Louisiana, USA, 5-9 March 2017. p. 3380-3384.
M. W. Pacholska; B. Bejar Haro; A. J. Scholefield; M. Vetterli : Sampling at unknown locations, with an application in surface retrieval. 2017. Sampling Theory and Applications, 12th International Conference, Tallinn, Estonia, July 3 – 7, 2017,. p. 364-368. DOI : 10.1109/SAMPTA.2017.8024451.
R. Scheibler / M. Vetterli (Dir.) : Rake, Peel, Sketch. Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7651.
L. A. Baboulaz; M. Vetterli ; Apparatus for imaging a page of a book or other similar document. US9591168 ; US2017019554 ; EP3118774 . 2017.
M. Vetterli; A. Ghasemi; A. Scholefield ; Point and sensor estimation from images. US2017091945 . 2017.
C. Oeschger : A real-time classification tool for live video streams ; 2017.
M. Martinez-Camara / M. Vetterli; B. Bejar Haro (Dir.) : Blowing in the Wind. Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7630.
C. Ferry : Extension board for CycloneV : Multi microphone acquisition - Signal Analysis (Extending the Pyramic Array) ; 2017.
G. Elhami; A. J. Scholefield; B. Bejar Haro; M. Vetterli : Unlabeled Sensing: Reconstruction Algorithm and Theoretical Guarantees. 2017. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, USA, March 5-9, 2017.
A. J. Scholefield; B. Bejar Haro; M. Vetterli : Shape from bandwidth: the 2-D orthogonal projection case. 2017. The 42nd IEEE International Conference on Acoustics, Speech and Signal Processing, New Orleans, USA, March 5-9, 2017.
H. Pan; R. Scheibler; E. F. Bezzam; I. Dokmanic; M. Vetterli : FRIDA: FRI-Based DOA Estimation For Arbitrary Array Layouts. 2017. ICASSP 2017, New Orleans, USA, March 5-9, 2017. p. 3186-3190. DOI : 10.1109/ICASSP.2017.7952744.
D. El Badawy; I. Dokmanic; M. Vetterli : Acoustic DoA Estimation by One Unsophisticated Sensor. 2017. 13th International Conference on Latent Variable Analysis and Signal Separation, Grenoble, France, February 21-23, 2017. DOI : 10.1007/978-3-319-53547-0_9.
G. Baechler; A. J. Scholefield; L. Baboulaz; M. Vetterli : Sampling and Exact Reconstruction of Pulses with Variable Width; IEEE Transactions on Signal Processing. 2017. DOI : 10.1109/TSP.2017.2669900.
H. Pan; T. Blu; M. Vetterli : Towards Generalized FRI Sampling with an Application to Source Resolution in Radioastronomy; IEEE Transactions on Signal Processing. 2017. DOI : 10.1109/TSP.2016.2625274.
M. Krekovic; I. Dokmanic; M. Vetterli : Omnidirectional bats, point-to-plane distances, and the price of uniqueness. 2017. 42nd International Conference on Acoustics, Speech and Signal Processing, New Orleans, USA, March 5-9, 2017. p. 3261-3265.
M. Martinez-Camara; M. Muma; B. Bejar Haro; A. Zoubir; M. Vetterli : The regularized tau estimator: A robust and efficient solution to ill-posed linear inverse problems; IEEE Transactions on Signal Processing. 2017.
N. Thanikachalam; L. Baboulaz; D. Firmenich; S. Süsstrunk; M. Vetterli : Handheld reflectance acquisition of paintings; IEEE Transactions on Computational Imaging. 2017. DOI : 10.1109/TCI.2017.2749182.
I. Dokmanic; R. Scheibler; M. Vetterli ; Optimal acoustic rake receiver. US9759805 ; US2016018510 ; EP2975609 . 2016.
L. A. Baboulaz; G. G. Soudan; M. Vetterli ; Device for Determining a Bidirectional Reflectance Distribution Function of a Subject. US9625309 ; US2016161330 . 2016.
S. Dev; B. Wen; Y. H. Lee; S. Winkler : Ground-Based Image Analysis A tutorial on machine-learning techniques and applications; Ieee Geoscience And Remote Sensing Magazine. 2016. DOI : 10.1109/Mgrs.2015.2510448.
I. Chamov; J. Ranieri; M. Vetterli; O. L. De Weck : Optimal Sensor Architecture Selection for Health Management of Complex Systems. 2016. IEEE Aerospace Conference, Big Sky, MT, MAR 05-12, 2016.
L. V. Jospin : BRDF acquisition with polarizing filters (2016) ; 2016.
E. S. V. Hentgen : Defining the errors in the winds ; 2016.
B. G. P. Bruneau : Modular interface for embedded audio acquisition platforms ; 2016.
F. Zhang : 3D Shape Similarity ; 2016.
P. Hurley; M. M. J.-A. Simeoni : On Flexibeam for radio interferometry ; International BASP Frontiers workshop 2017, Villars-sur-Ollon, Switzerland, January 29 - February 3, 2017.
M. M. J.-A. Simeoni; P. Hurley : Laplace Beamshapes for Phased-Array Imaging ; International BASP Frontiers workshop 2017, Villars-sur-Ollon, Switzerland, January 29 - February 3, 2017.
P. Hurley; M. M. J.-A. Simeoni : Beamforming towards regions of interest for multi-site mobile networks. 2016. International Zurich Seminar on Communications (IZS 2016), Sorell Hotel Zürichberg, Zurich, Switzerland, March 2 – 4, 2016. DOI : 10.3929/ethz-a-010602015.
P. Hurley; M. M. J.-A. Simeoni : Flexibeam: Analytic Spatial Filtering By Beamforming. 2016. IEEE 2016 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Shanghai, China, March 15-20, 2016. p. 2877-2880. DOI : 10.1109/ICASSP.2016.7472203.
M. M. J.-A. Simeoni : Deconvolution of Gaussian Random Fields using the Graph Fourier Transform ; 2016.
M. Krekovic; I. Dokmanic; M. Vetterli : Look, no beacons! Optimal all-in-one EchoSLAM. 2016. 50th Asilomar Conference on Signals, Systems, and Computers, Asilomar, Pacific Grove, CA, November 6-9, 2016.
T. A. Baran; R. G. Baraniuk; A. V. Oppenheim; P. Prandoni; M. Vetterli : MOOC Adventures in Signal Processing; IEEE Signal Processing. 2016. DOI : 10.1109/MSP.2016.2556004.
G. Elhami; A. J. Scholefield; B. Bejar Haro; M. Vetterli : Unlabeled Sensing: Algorithms and Guarantees. 2016.
A. G. J. Besson; R. E. Carrillo; D. Perdios; E. F. Bezzam; M. Arditi et al. : Morphological component analysis for sparse regularization in plane wave imaging. 2016. IEEE International Ultrasonics Symposium, Tours, France, September 18-21, 2016.
J. Azcarreta Ortiz : Pyramic array: An FPGA based platform for multi-channel audio acquisition ; 2016.
A. Shivanandan; J. Unnikrishnan; A. Radenovic : On characterizing protein spatial clusters with correlation approaches; Scientific Reports. 2016. DOI : 10.1038/srep31164.
A. Koo : Maintainable Online Classes ; 2016.
D. M. Forel : PostScript in IPython notebooks ; 2016.
N. P. Bonfils : Open design of a fixed probe for water quality monitoring in rivers and lakes ; 2016.
F. Zhang : Algorithms for reconstructing geometries from echoes ; 2016.
D. Fuentes Hitos : Visually Pleasing Panoramas ; 2016.
X. V. Suo : Deep(ly) Learning the Depth ; 2016.
G. F. P. Beaud : LinvPy : a Python package for linear inverse problems ; 2016.
Z. Xue / M. Vetterli; L. A. Baboulaz (Dir.) : Sampling Models in Light Fields. Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7003.
N. Thanikachalam / M. Vetterli; P. Prandoni (Dir.) : Image Based Relighting of Cultural Artifacts. Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6990.
M. Fatemi / M. Vetterli (Dir.) : Shapes from Pixels. Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6986.
M. M. J.-A. Simeoni : Attributing Aliasing Artifacts in Dirty Intensity Fields to their Parent Source ; 2016.
G. Baechler; I. Dokmanic; L. Baboulaz; M. Vetterli : Accurate recovery of a specularity from a few samples of the reflectance function. 2016. 41st IEEE International Conference on Acoustics Speech and Signal Processing, Shanghai, China, March 20-25, 2016.