A Multichannel Sinusoidal Model Applied to Spot Microphone Signals for Immersive Audio

A Spectral Conversion Approach to Single-Channel Speech Enhancement

A new phase gradient autofocus technique for high resolution image formation based on fractional lower-order statistics

A novel kNN classifier for acoustic vehicle classification based on alpha-stable statistical modeling

A statistical geoacoustic inversion scheme based on a modified radial basis functions neural network

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Active range imaging via random gating

Angle/Doppler estimation in heavy-tailed clutter backgrounds

Application of Matrix Completion on Water Treatment Data

Bayesian compressed sensing imaging using a Gaussian Scale Mixture

CHARACTERIZATION OF AN UNDERWATER ACOUSTIC SIGNAL USING THE STATISTICS OF THE WAVELET SUBBAND COEFFICIENTS

Classification of shallow-water acoustic signals via alpha-Stable modeling of the one-dimensional wavelet coefficients

article by Michael I. Taroudakis et al published March 2006 in Journal of the Acoustical Society of America

Comments on “A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate α-stable prior”

Compressed gated range sensing

Compressed hyperspectral sensing

Compressed sensing for OFDM UWB systems

Compressed sensing reconstruction of convolved sparse signals

Compressive sensing for ultrasound RF echoes using a-Stable Distributions

scientific article published on January 2010

Compressive video classification for decision systems with limited resources

Constant modulus blind equalization based on fractional lower-order statistics

scholarly article by Marilli Rupi et al published May 2004 in Signal Processing

Context enhancement through image fusion: A multiresolution approach based on convolution of cauchy distributions

Covariation-based subspace-augmented MUSIC for joint sparse support recovery in impulsive environments

scholarly article by George Tzagkarakis et al published May 2013 in Signal Processing

Decentralized indoor wireless localization using compressed sensing of signal-strength fingerprints

Deep learning for multi-label land cover classification

scholarly article published 15 October 2015

Dictionary based reconstruction and classification of randomly sampled sensor network data

Efficient Multi-Channel Signal Strength Based Localization via Matrix Completion and Bayesian Sparse Learning

Efficient high dynamic range imaging via matrix completion

Efficient recalibration via Dynamic Matrix Completion

Empirical evaluation of signal-strength fingerprint positioning in wireless LANs

Encoding the sinusoidal model of an audio signal using compressed sensing

Hidden messages in heavy-tails: DCT-domain watermark detection using alpha-stable models

High-resolution autofocus techniques for SAR imaging based on fractional lower-order statistics

Introduction to the issue on Adaptive Sparse Representation of Data and Applications in Signal and Image Processing

scholarly article by Jean-Luc Starck et al published September 2011 in IEEE Journal on Selected Topics in Signal Processing

Joint reconstruction of compressively sensed ultrasound RF echoes by exploiting temporal correlations

Land Classification Using Remotely Sensed Data: Going Multilabel

Localization in Wireless networks via Laser scanning and Bayesian compressed sensing

Localization in wireless networks via spatial sparsity

Low Bitrate Coding of Spot Audio Signals for Interactive and Immersive Audio Applications

Low Light Image Enhancement via Sparse Representations

Low-dimensional signal-strength fingerprint-based positioning in wireless LANs

Mature miRNA identification via the use of a Naive Bayes classifier

MatureBayes: a probabilistic algorithm for identifying the mature miRNA within novel precursors

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Maximum likelihood localization of sources in noise modeled as a stable process

article by Panagiotis Tsakalides & C.L. Nikias published 1995 in IEEE Transactions on Signal Processing

Medical image fusion using the convolution of Meridian distributions.

scientific article published in January 2010

Message from the Workshop Chairs

Microarray Image Denoising Using a Two-Stage Multiresolution Technique

Modeling Spot Microphone Signals using the Sinusoidal Plus Noise Approach

Multichannel Audio Coding for Multimedia Services in Intelligent Environments

Multiple-measurement Bayesian compressed sensing using GSM priors for DOA estimation

Multiresolution Source/Filter Model for Low Bitrate Coding of Spot Microphone Signals

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Multireturn compressed gated range imaging

Multivariate ordering in color image filtering

article by I. Pitas & Panagiotis Tsakalides published 1991 in IEEE Transactions on Circuits and Systems for Video Technology

On realizing distributed topology control in low-power IoT platforms

Packet Loss Concealment for Multichannel Audio Using the Multiband Source/Filter Model

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Performance assessment of CFAR processors in Pearson-distributed clutter

Physical-layer intrusion detection for wireless networks using compressed sensing

Quantifying the Computational Efficiency of Compressive Sensing in Smart Water Network Infrastructures

scientific article published on 10 June 2020

Reconstruction of compressively sampled ultrasound images using dual prior information

Recovery of quantized compressed sensing measurements

Robust space–time adaptive processing (STAP) in non-Gaussian clutter environments

Robust spatial filtering of coherent sources for wireless communications

scholarly article by Marilli Rupi et al published March 2000 in Signal Processing

Rotation-Invariant Texture Retrieval with Gaussianized Steerable Pyramids

Rotation-invariant texture retrieval via signature alignment based on steerable sub-Gaussian modeling

scientific article published in July 2008

Rotation-invariant texture retrieval with Gaussianized steerable pyramids

scientific article published in September 2006

SAR image denoising via Bayesian wavelet shrinkage based on heavy-tailed modeling

SAR image denoising: a multiscale robust statistical approach

Scalar quantisation of heavy-tailed signals

Single-Channel and Multi-Channel Sinusoidal Audio Coding Using Compressed Sensing

Singular spectrum analysis of traffic workload in a large-scale wireless lan

Singular spectrum-based matrix completion for time series recovery and prediction

Sparse representation of medical images via compressed sensing using Gaussian Scale Mixtures

scholarly article published 2010

Sparse representations for hand gesture recognition

scholarly article published May 2013

Stream correlation monitoring for uncertainty-aware data processing systems

Surrounded by sound

Survey of Deep-Learning Approaches for Remote Sensing Observation Enhancement

scientific article published on 12 September 2019

The MusiNet project: Addressing the challenges in Networked Music Performance systems

The MusiNet project: Towards unraveling the full potential of Networked Music Performance systems

The robust covariation-based MUSIC (ROC-MUSIC) algorithm for bearing estimation in impulsive noise environments

The secrecy capacity of block fading multiuser wireless networks

Trend forecasting based on Singular Spectrum Analysis of traffic workload in a large-scale wireless LAN