Milos Dakovic

Danilo P. Mandic

Neural Networks, January, 2023

Fourier Analysis of Signals on Directed Acyclic Graphs (DAG) Using Graph Zero-Padding.

[BibT_eX]

[DOI]

CoRR, 2023

Cluster-CAM: Cluster-Weighted Visual Interpretation of CNNs' Decision in Image Classification.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Image denoising using RANSAC and compressive sensing.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2022

Analytical Interpretation of Latent Codes in InfoGAN with SAR Images.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Improved Coherence Index-Based Bound in Compressive Sensing.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

The DCT domain sparsity-assisted detection and recovery of impulsively disturbed samples.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2021

Reconstruction Error in Nonuniformly Sampled Approximately Sparse Signals.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2021

RANSAC-Based Signal Denoising Using Compressive Sensing.

[BibT_eX]

[DOI]

Circuits Syst. Signal Process., 2021

Comparative Analysis of Regression and Neural Network Models on Students' Grades.

[BibT_eX]

[DOI]

Vladimir Gazivoda

Luka Filipovic

Proceedings of the 10th Mediterranean Conference on Embedded Computing, 2021

2020

Demystifying the Coherence Index in Compressive Sensing [Lecture Notes].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2020

Bit-depth quantization and reconstruction error in digital images.

[BibT_eX]

[DOI]

Signal Image Video Process., 2020

On the decomposition of multichannel nonstationary multicomponent signals.

[BibT_eX]

[DOI]

Signal Process., 2020

Sparse Analyzer Tool for Biomedical Signals.

[BibT_eX]

[DOI]

Sensors, 2020

Data Analytics on Graphs Part III: Machine Learning on Graphs, from Graph Topology to Applications.

[BibT_eX]

[DOI]

Found. Trends Mach. Learn., 2020

Data Analytics on Graphs Part II: Signals on Graphs.

[BibT_eX]

[DOI]

Found. Trends Mach. Learn., 2020

Data Analytics on Graphs Part I: Graphs and Spectra on Graphs.

[BibT_eX]

[DOI]

Found. Trends Mach. Learn., 2020

Vertex-frequency graph signal processing: A comprehensive review.

[BibT_eX]

[DOI]

Digit. Signal Process., 2020

Decomposition of multichannel multicomponent nonstationary signals by combining the eigenvectors of autocorrelation matrix using genetic algorithm.

[BibT_eX]

[DOI]

Milos Brajovic

Digit. Signal Process., 2020

Graph Signal Processing - Part III: Machine Learning on Graphs, from Graph Topology to Applications.

[BibT_eX]

[DOI]

CoRR, 2020

Quantization in Compressive Sensing: A Signal Processing Approach.

[BibT_eX]

[DOI]

IEEE Access, 2020

Quantization Effect in Nonuniform Nonsparse Signal Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

A Low-Dimensionality Method for Data-Driven Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Understanding the Basis of Graph Signal Processing via an Intuitive Example-Driven Approach [Lecture Notes].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

A Tutorial on Sparse Signal Reconstruction and Its Applications in Signal Processing.

[BibT_eX]

[DOI]

Circuits Syst. Signal Process., 2019

Compressive Sensing Inspired Multivariate Median.

[BibT_eX]

[DOI]

Circuits Syst. Signal Process., 2019

Graph Signal Processing - Part II: Processing and Analyzing Signals on Graphs.

[BibT_eX]

[DOI]

CoRR, 2019

Unitary Shift Operators on a Graph.

[BibT_eX]

[DOI]

Bruno Scalzo Dees

Danilo P. Mandic

CoRR, 2019

A Unifying Analysis of Shift Operators on a Graph.

[BibT_eX]

[DOI]

Bruno Scalzo Dees

Danilo P. Mandic

CoRR, 2019

Vertex-Frequency Graph Signal Processing.

[BibT_eX]

[DOI]

CoRR, 2019

Graph Signal Processing - Part I: Graphs, Graph Spectra, and Spectral Clustering.

[BibT_eX]

[DOI]

CoRR, 2019

On the Decomposition of Multivariate Nonstationary Multicomponent Signals.

[BibT_eX]

[DOI]

CoRR, 2019

An Intuitive Derivation of the Coherence Index Relation in Compressive Sensing.

[BibT_eX]

[DOI]

CoRR, 2019

Gradient-Descent Algorithm Performance With Reduced Set of Quantized Measurements.

[BibT_eX]

[DOI]

Proceedings of the 8th Mediterranean Conference on Embedded Computing, 2019

Time-Varying Cross-Range in Wideband Sonar Imaging.

[BibT_eX]

[DOI]

Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

Adaptive Thresholding in Extracting Useful Information From Noisy Time- Frequency Distributions.

[BibT_eX]

[DOI]

Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

Decomposition of Two-Component Multivariate Signals with Overlapped Domains of Support.

[BibT_eX]

[DOI]

Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

2018

Compressive Sensing of Sparse Signals in the Hermite Transform Basis.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2018

Reduced Interference Vertex-Frequency Distributions.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2018

Vertex-Frequency Energy Distributions.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2018

Time-frequency decomposition of multivariate multicomponent signals.

[BibT_eX]

[DOI]

Signal Process., 2018

On the reconstruction of nonsparse time-frequency signals with sparsity constraint from a reduced set of samples.

[BibT_eX]

[DOI]

Signal Process., 2018

Denoising of sparse images in impulsive disturbance environment.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Decomposition and analysis of signals sparse in the dual polynomial Fourier transform.

[BibT_eX]

[DOI]

Microprocess. Microsystems, 2018

Sparse signal reconstruction in dual polynomial Fourier transform.

[BibT_eX]

[DOI]

Proceedings of the 7th Mediterranean Conference on Embedded Computing, 2018

Adaptive average BM3D filter for reconstruction of images with combined noise.

[BibT_eX]

[DOI]

Proceedings of the 7th Mediterranean Conference on Embedded Computing, 2018

Additive noise influence on the bivariate two-component signal decomposition.

[BibT_eX]

[DOI]

Proceedings of the 7th Mediterranean Conference on Embedded Computing, 2018

On the rational representation of fractional order lead compensator using Padé approximation.

[BibT_eX]

[DOI]

Proceedings of the 7th Mediterranean Conference on Embedded Computing, 2018

Effect of Random Sampling on Noisy Nonsparse Signals in Time-Frequency Analysis.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Vertex-Frequency Analysis: A Way to Localize Graph Spectral Components [Lecture Notes].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2017

On the parameterization of Hermite transform with application to the compression of QRS complexes.

[BibT_eX]

[DOI]

Signal Process., 2017

An algorithm for robust image watermarking based on the DCT and Zernike moments.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

On the Errors in Randomly Sampled Nonsparse Signals Reconstructed With a Sparsity Assumption.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Reconstruction of Sparse Signals in Impulsive Disturbance Environments.

[BibT_eX]

[DOI]

Stefan Vujovic

Circuits Syst. Signal Process., 2017

Conditions for Unique Reconstruction of Sparse Signals Using Compressive Sensing Methods.

[BibT_eX]

[DOI]

CoRR, 2017

Overlapping blocks in reconstruction of sparse images.

[BibT_eX]

[DOI]

Irena Orovic

Proceedings of the 40th International Convention on Information and Communication Technology, 2017

Sparse signal reconstruction based on random search procedure.

[BibT_eX]

[DOI]

Proceedings of the 40th International Convention on Information and Communication Technology, 2017

Decomposition of signals in dispersive channels using dual polynomial fourier transform.

[BibT_eX]

[DOI]

Proceedings of the 6th Mediterranean Conference on Embedded Computing, 2017

A resistive circuits analysis using graph spectral decomposition.

[BibT_eX]

[DOI]

Proceedings of the 6th Mediterranean Conference on Embedded Computing, 2017

Analysis of electrical circuits including fractional order elements.

[BibT_eX]

[DOI]

Proceedings of the 6th Mediterranean Conference on Embedded Computing, 2017

Time-frequency signal reconstruction of nonsparse audio signals.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Two-component bivariate signal decomposition based on time-frequency analysis.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Windowing methods for graph signal localization.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Combination of gradient based and single iteration reconstruction algorithms for sparse signals.

[BibT_eX]

[DOI]

Proceedings of the IEEE EUROCON 2017 -17th International Conference on Smart Technologies, 2017

On the fixed-point rounding in the DFT.

[BibT_eX]

[DOI]

Proceedings of the IEEE EUROCON 2017 -17th International Conference on Smart Technologies, 2017

The reconstruction of 2D sparse signals by exploiting transform coefficients variances.

[BibT_eX]

[DOI]

Proceedings of the IEEE EUROCON 2017 -17th International Conference on Smart Technologies, 2017

2016

Iterative denoising of sparse images.

[BibT_eX]

[DOI]

Proceedings of the 39th International Convention on Information and Communication Technology, 2016

Comparison of a gradient-based and LASSO (ISTA) algorithm for sparse signal reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 5th Mediterranean Conference on Embedded Computing, 2016

Convexity of the ℓ1-norm based sparsity measure with respect to the missing samples as variables.

[BibT_eX]

[DOI]

Milos Brajovic

Proceedings of the 5th Mediterranean Conference on Embedded Computing, 2016

2015

Inverse radon transform-based micro-doppler analysis from a reduced set of observations.

[BibT_eX]

[DOI]

Vesna Popovic-Bugarin

IEEE Trans. Aerosp. Electron. Syst., 2015

Hardware Architecture for Single Iteration Reconstruction Algorithm.

[BibT_eX]

[DOI]

CoRR, 2015

Compressive Sensing of Sparse Signals in the Hermite Transform Basis: Analysis and Algorithm for Signal Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2015

An architecture for hardware realization of compressive sensing Gradient algorithm.

[BibT_eX]

[DOI]

Proceedings of the 4th Mediterranean Conference on Embedded Computing, 2015

Architecture for single iteration reconstruction algorithm.

[BibT_eX]

[DOI]

Proceedings of the 4th Mediterranean Conference on Embedded Computing, 2015

2014

From the STFT to the Wigner Distribution [Lecture Notes].

[BibT_eX]

[DOI]

Srdjan Stankovic

IEEE Signal Process. Mag., 2014

Adaptive variable step algorithm for missing samples recovery in sparse signals.

[BibT_eX]

[DOI]

Stefan Vujovic

IET Signal Process., 2014

Instantaneous frequency in time-frequency analysis: Enhanced concepts and performance of estimation algorithms.

[BibT_eX]

[DOI]

Digit. Signal Process., 2014

Reconstruction of Randomly Sampled Sparse Signals Using an Adaptive Gradient Algorithm.

[BibT_eX]

[DOI]

CoRR, 2014

2013

Micro-Doppler Removal in the Radar Imaging Analysis.

[BibT_eX]

[DOI]

Vesna Popovic-Bugarin

IEEE Trans. Aerosp. Electron. Syst., 2013

A real-time time-frequency based instantaneous frequency estimator.

[BibT_eX]

[DOI]

Signal Process., 2013

Feature extraction from mammograms by using a'priory information.

[BibT_eX]

[DOI]

Slavoljub Mijovic

Proceedings of the 2nd Mediterranean Conference on Embedded Computing, 2013

Concentration measures with an adaptive algorithm for processing sparse signals.

[BibT_eX]

[DOI]

Stefan Vujovic

Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

Estimation of sinusoidally modulated signal parameters based on the inverse Radon transform.

[BibT_eX]

[DOI]

Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

2012

Complex Empirical Decomposition method in radar signal processing.

[BibT_eX]

[DOI]

Borisa Bjelica

Proceedings of the 1st Mediterranean Conference on Embedded Computing, 2012

2011

A parametric method for non-stationary interference suppression in direct sequence spread-spectrum systems.

[BibT_eX]

[DOI]

Signal Process., 2011

2010

Autofocusing of SAR images based on parameters estimated from the PHAF.

[BibT_eX]

[DOI]

Vesna Popovic

Signal Process., 2010

2009

Bit error probability approximation for short-time Fourier transform based nonstationary interference excision in DS-SS systems.

[BibT_eX]

[DOI]

Slobodan Djukanovic

Signal Process., 2009

2008

Local Polynomial Fourier Transform Receiver for Nonstationary Interference Excision in DSSS Communications.

[BibT_eX]

[DOI]

Slobodan Djukanovic

IEEE Trans. Signal Process., 2008

Instantaneous Frequency Estimation Using the -Transform.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2008

Adaptive S-Method for SAR/ISAR Imaging.

[BibT_eX]

[DOI]

Vesna Popovic

EURASIP J. Adv. Signal Process., 2008

S-Method-Based Approach for Image Formation, Motion Compensation, and Image Enhancement of Moving Targerts in ISAR and SAR.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

An algorithm for decomposition of heart sounds based on S-method.

[BibT_eX]

[DOI]

Proceedings of the 15th European Signal Processing Conference, 2007

2006

Signal Decomposition by Using the S-Method With Application to the Analysis of HF Radar Signals in Sea-Clutter.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2006

Time-frequency representations-based detector of chaos in oscillatory circuits.

[BibT_eX]

[DOI]

Vesna Rubezic

Signal Process., 2006

Sar Images Improvements by Using The S-Method.

[BibT_eX]

[DOI]

Vesna Popovic

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

S-method in radar imaging.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

Decomposition of Time-varying Multicomponent Signals using Time-Frequency Based Method.

[BibT_eX]

[DOI]

T. Thayaparan

Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

Focusing Distorted ISAR Images Using the S-method.

[BibT_eX]

[DOI]

T. Thayaparan

Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2005

Improvement of the fast moving targets presentation in ISAR by using the S-method.

[BibT_eX]

[DOI]

Proceedings of the 13th European Signal Processing Conference, 2005

Algorithm for signal decomposition by using the S-method.

[BibT_eX]

[DOI]

Proceedings of the 13th European Signal Processing Conference, 2005

2003

Performance of quadratic time-frequency distributions as instantaneous frequency estimators.

[BibT_eX]

[DOI]

Veselin N. Ivanovic

IEEE Trans. Signal Process., 2003

On the S-method based instantaneous frequency estimation.

[BibT_eX]

[DOI]

Veselin N. Ivanovic

Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

2002

Adaptive local polynomial Fourier transform.

[BibT_eX]

[DOI]