2025
Deep Unfolded Approximate Message Passing for Quantitative Acoustic Microscopy Image Reconstruction.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
2024
Automatic Tuning of Denoising Algorithms Parameters Without Ground Truth.
IEEE Signal Process. Lett., 2024
Quantum Algorithm for Signal Denoising.
IEEE Signal Process. Lett., 2024
DIVA: Deep unfolded network from quantum interactive patches for image restoration.
Pattern Recognit., 2024
Super-Resolution Ultrasound Imaging Via Unpaired Training with the Model-Informed Cyclegan Algorithm.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Hankel-Based Spectral Method for Quantitative Acoustic Microscopy.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Unsupervised Physics-Inspired Deep Learning Network with Application to Dental Computed Tomography Image Restoration.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Enhanced Localization in Ultrafast Ultrasound Imaging Through Spatio-Temporal Deep Learning.
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
Mask-Guided Data Augmentation for Multiparametric MRI Generation with a Rare Hepatocellular Carcinoma.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Computed Tomography Image Restoration Using a Quantum-Based Deep Unrolled Denoiser and a Plug-and-Play Framework.
Proceedings of the 31st European Signal Processing Conference, 2023
The Performance Improvement of Ultrasound Localization Microscopy (ULM) Using the Robust Principal Component Analysis (RPCA).
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Reconstruction of Sentinel-2 derived time series using robust Gaussian mixture models - Application to the detection of anomalous crop development.
Comput. Electron. Agric., July, 2022
CX-DaGAN: Domain Adaptation for Pneumonia Diagnosis on a Small Chest X-Ray Dataset.
IEEE Trans. Medical Imaging, 2022
A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory.
Signal Process., 2022
Quantum Denoising-Based Super-Resolution Algorithm Applied to Dental Tomography Images.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Deep Unfolding of Image Denoising by Quantum Interactive Patches.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Robust Estimation of Gaussian Mixture Models Using Anomaly Scores and Bayesian Information Criterion for Missing Value Imputation.
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Outlier Detection at the Parcel-Level in Wheat and Rapeseed Crops Using Multispectral and SAR Time Series.
Remote. Sens., 2021
Reconstruction of Sentinel-2 Time Series Using Robust Gaussian Mixture Models - Application to the Detection of Anomalous Crop Development in wheat and rapeseed crops.
CoRR, 2021
Plug-and-Play Quantum Adaptive Denoiser for Deconvolving Poisson Noisy Images.
IEEE Access, 2021
A Novel Fast 3d Single Image Super-Resolution Algorithm.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Subspace-based Domain Adaptation Using Similarity Constraints for Pneumonia Diagnosis within a Small Chest X-ray Image Dataset.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Fast High Resolution Blood Flow Estimation and Clutter Rejection Via an Alternating Optimization Problem.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Single Image Super-Resolution Of Noisy 3d Dental Ct Images Using Tucker Decomposition.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Image Denoising Inspired by Quantum Many-Body physics.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Poisson Image Deconvolution by a Plug-and-Play Quantum Denoising Scheme.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
Fusion of Magnetic Resonance and Ultrasound Images for Endometriosis Detection.
IEEE Trans. Image Process., 2020
Autoregressive Model-Based Reconstruction of Quantitative Acoustic Maps From RF Signals Sampled at Innovation Rate.
IEEE Trans. Computational Imaging, 2020
Joint Blind Deconvolution and Robust Principal Component Analysis for Blood Flow Estimation in Medical Ultrasound Imaging.
CoRR, 2020
Unsupervised crop anomaly detection at the parcel-level using optical and SAR images: application to wheat and rapeseed crops.
CoRR, 2020
Deconvolution for Improved Multifractal Characterization of Tissues in Ultrasound Imaging.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Blind Deconvolution of Fundamental and Harmonic Ultrasound Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Ultrasound And Magnetic Resonance Image Fusion Using A Patch-Wise Polynomial Model.
Proceedings of the IEEE International Conference on Image Processing, 2020
Constrained Bundle Adjustment Applied To Wing 3d Reconstruction With Mechanical Limitations.
Proceedings of the IEEE International Conference on Image Processing, 2020
Wing 3D Reconstruction by Constraining the Bundle Adjustment with Mechanical Limitations.
Proceedings of the 28th European Signal Processing Conference, 2020
2019
A Tensor Factorization Method for 3-D Super Resolution With Application to Dental CT.
IEEE Trans. Medical Imaging, 2019
Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images.
IEEE Signal Process. Lett., 2019
On Multifractal Tissue Characterization in Ultrasound Imaging.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Iterative Reconstruction of Medical Ultrasound Images Using Spectrally Constrained Phase Updates.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Fusion Of Magnetic Resonance And Ultrasound Images: A Preliminary Study On Simulated Data.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Tensor-Factorization-Based 3d Single Image Super-Resolution with Semi-Blind Point Spread Function Estimation.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
A Convolutional Neural Network for 250-MHz Quantitative Acoustic-microscopy Resolution Enhancement.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
On Single-Image Super-Resolution in 3D Brain Magnetic Resonance Imaging.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
An Axially Variant Kernel Imaging Model Applied to Ultrasound Image Reconstruction.
IEEE Signal Process. Lett., 2018
A Tensor Factorization Method for 3D Super-Resolution with Application to Dental CT.
CoRR, 2018
Restoration of ultrasonic images using non-linear system identification and deconvolution.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Adaptive transform via quantum signal processing: application to signal and image denoising.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Restoration of Ultrasound Images Using Spatially-Variant Kernel Deconvolution.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Enhancement of 250-MHz quantitative acoustic-microscopy data using a single-image super-resolution method.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Missing data reconstruction and anomaly detection in crop development using agronomic indicators derived from multispectral satellite images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Enhanced ultrasound image reconstruction using a compressive blind deconvolution approach.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
High dimensional data processing for fetal activity evaluation.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Compressive Deconvolution in Medical Ultrasound Imaging.
IEEE Trans. Medical Imaging, 2016
Fast Single Image Super-Resolution Using a New Analytical Solution for ℓ<sub>2</sub>-ℓ<sub>2</sub> Problems.
IEEE Trans. Image Process., 2016
Joint Segmentation and Deconvolution of Ultrasound Images Using a Hierarchical Bayesian Model Based on Generalized Gaussian Priors.
IEEE Trans. Image Process., 2016
Single image super-resolution of medical ultrasound images using a fast algorithm.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Elastic-net based beamforming in medical ultrasound imaging.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Compressive imaging using approximate message passing and a Cauchy prior in the wavelet domain.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Ultrasound image reconstruction from compressed measurements using approximate message passing.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Reconstruction of Ultrasound RF Echoes Modeled as Stable Random Variables.
IEEE Trans. Computational Imaging, 2015
Fast Single Image Super-Resolution.
CoRR, 2015
Beamforming through regularized inverse problems in ultrasound medical imaging.
CoRR, 2015
Reconstruction of Enhanced Ultrasound Images From Compressed Measurements Using Simultaneous Direction Method of Multipliers.
CoRR, 2015
Joint Bayesian deconvolution and pointspread function estimation for ultrasound imaging.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Ultrasound compressive deconvolution with ℓP-Norm prior.
Proceedings of the 23rd European Signal Processing Conference, 2015
Cone-Beam Computed Tomography contrast validation of an artificial periodontal phantom for use in endodontics.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A simulation study on the choice of regularization parameter in ℓ2-norm ultrasound image restoration.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
A New Technique for the Estimation of Cardiac Motion in Echocardiography Based on Transverse Oscillations: A Preliminary Evaluation In Silico and a Feasibility Demonstration In Vivo.
IEEE Trans. Medical Imaging, 2014
New Estimators and Guidelines for Better Use of Fetal Heart Rate Estimators with Doppler Ultrasound Devices.
Comput. Math. Methods Medicine, 2014
Restoration of ultrasound images using a hierarchical Bayesian model with a generalized Gaussian prior.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Reconstruction of compressively sampled ultrasound images using dual prior information.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Medical ultrasound image reconstruction using distributed compressive sampling.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Semi-blind deconvolution for resolution enhancement in ultrasound imaging.
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
Alternating direction method of multipliers framework for super-resolution in ultrasound imaging.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
3D translation estimation using the monogenic orientation vector.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Regularized Bayesian compressed sensing in ultrasound imaging.
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Alternating direction method of multipliers applied to 3D light sheet fluorescence microscopy image deblurring using GPU hardware.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Motion estimation in ultrasound imaging applied to the diagnostic of pelvic floor disorders.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Bayesian compressed sensing in ultrasound imaging.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011
2010
Analytical formulation of the fractal dimension of filtered stochastic signals.
Signal Process., 2010
Quantitative resolution of ultrasound images.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Laplacian pyramid decomposition-type method for resolution enhancement of ultrasound images.
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010
Improvement of medical image resolution using an extended 2D factorized form complex number parametric model.
Proceedings of the International Conference on Image Processing, 2010
Discrete wavelet for multifractal texture classification: application to medical ultrasound imaging.
Proceedings of the International Conference on Image Processing, 2010
2009
Super-Resolution in Medical Imaging: An Illustrative Approach Through Ultrasound.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Multidimensional Multiple-Order Complex Parametric Model Identification.
IEEE Trans. Signal Process., 2008
2007
Synchronous Detection of Emboli by wavelet packet decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Adaptive AR and Neurofuzzy Approaches: Access to Cerebral Particle Signatures.
IEEE Trans. Inf. Technol. Biomed., 2006
Multidimensional Complex Number Parametric Model Order and Parameters Estimation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Spectral Correlation of the embolic blood Doppler signal.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Ultrasound imaging: signal acquisition, new advanced processing for biomedical and industrial applications.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Statistical and Neuro-fuzzy approaches for emboli detection.
Proceedings of the 2004 12th European Signal Processing Conference, 2004
2002
Length and frequency of band-limited signals.
IEEE Signal Process. Lett., 2002
Nonstationary methods and application to noisy ultrasound Doppler.
Proceedings of the 11th European Signal Processing Conference, 2002
2001
Improvement of cumulant-based parameter estimation.
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Micro-emboli detection: an ultrasound Doppler signal processing viewpoint.
IEEE Trans. Biomed. Eng., 2000
Delta high order cumulant-based recursive instrumental variable algorithm.
IEEE Signal Process. Lett., 2000
Fast techniques for time delay and Doppler estimation.
Proceedings of the 2000 7th IEEE International Conference on Electronics, 2000
1999
Discrete time-frequency (time-scale) techniques for time delay and Doppler estimation.
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999
1998
Spectrum estimation from randomly sampled velocity data [LDV].
IEEE Trans. Instrum. Meas., 1998
Methods based on wavelets for time delay estimation of ultrasound signals.
Proceedings of the 5th IEEE International Conference on Electronics, Circuits and Systems, 1998
1996
Spectral analysis of randomly sampled processes.
Proceedings of the 8th European Signal Processing Conference, 1996