Milos Dakovic

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 84

Top Venues

CoRR

MECO

Signal Process.

Digit. Signal Process.

Publications

Zhenpeng Feng, Hongbing Ji, Milos Dakovic, Xiyang Cui, Mingzhe Zhu, Ljubisa Stankovic
Cluster-CAM: Cluster-weighted visual interpretation of CNNs' decision in image classification. Neural Networks 178 (2024)
Ali Bagheri Bardi, Taher Yazdanpanah, Milos Dakovic, Ljubisa Stankovic
Graph Fourier Transform Enhancement through Envelope Extensions. CoRR (2024)
Ali Bagheri Bardi, Milos Dakovic, Taher Yazdanpanah, Ljubisa Stankovic
Eigenvalues of symmetric non-normalized discrete trigonometric transforms. Signal Process. 218 (2024)
Ali Bagheri Bardi, Milos Dakovic, Taher Yazdanpanah, Fatemeh Zarei, Ljubisa Stankovic
The Schur decomposition of discrete Sine and Cosine transformations of type IV. Digit. Signal Process. 144 (2024)
Fatemeh Zarei, Ali Bagheri Bardi, Taher Yazdanpanah, Milos Dakovic, Milos Brajovic, Ljubisa Stankovic
A robust eigenbasis generation system for the discrete Fourier transform. Digit. Signal Process. 155 (2024)
Ljubisa Stankovic, Milos Dakovic, Ali Bagheri Bardi, Milos Brajovic, Isidora Stankovic
Fourier Analysis of Signals on Directed Acyclic Graphs (DAG) Using Graph Zero-Padding. CoRR (2023)
Bruno Scalzo, Ljubisa Stankovic, Milos Dakovic, Anthony G. Constantinides, Danilo P. Mandic
A class of doubly stochastic shift operators for random graph signals and their boundedness. Neural Networks 158 (2023)
Zhenpeng Feng, Milos Dakovic, Hongbing Ji, Xianda Zhou, Mingzhe Zhu, Xiyang Cui, Ljubisa Stankovic
Interpretation of Latent Codes in InfoGAN with SAR Images. Remote. Sens. 15 (5) (2023)
Zhenpeng Feng, Hongbing Ji, Milos Dakovic, Xiyang Cui, Mingzhe Zhu, Ljubisa Stankovic
Cluster-CAM: Cluster-Weighted Visual Interpretation of CNNs' Decision in Image Classification. CoRR (2023)
Zhenpeng Feng, Hongbing Ji, Milos Dakovic, Mingzhe Zhu, Ljubisa Stankovic
Analytical interpretation of the gap of CNN's cognition between SAR and optical target recognition. Neural Networks 165 (2023)
Zhenpeng Feng, Milos Dakovic, Hongbing Ji, Mingzhe Zhu, Ljubisa Stankovic
Analytical Interpretation of Latent Codes in InfoGAN with SAR Images. CoRR (2022)
Isidora Stankovic, Milos Brajovic, Jonatan Lerga, Milos Dakovic, Ljubisa Stankovic
Image denoising using RANSAC and compressive sensing. Multim. Tools Appl. 81 (30) (2022)
Milos Brajovic, Isidora Stankovic, Milos Dakovic, Ljubisa Stankovic
The DCT domain sparsity-assisted detection and recovery of impulsively disturbed samples. Multim. Tools Appl. 80 (4) (2021)
Ljubisa Stankovic, Milos Brajovic, Isidora Stankovic, Jonatan Lerga, Milos Dakovic
RANSAC-Based Signal Denoising Using Compressive Sensing. Circuits Syst. Signal Process. 40 (8) (2021)
Ljubisa Stankovic, Milos Brajovic, Danilo P. Mandic, Isidora Stankovic, Milos Dakovic
Improved Coherence Index-Based Bound in Compressive Sensing. IEEE Signal Process. Lett. 28 (2021)
Ljubisa Stankovic, Milos Brajovic, Isidora Stankovic, Cornel Ioana, Milos Dakovic
Reconstruction Error in Nonuniformly Sampled Approximately Sparse Signals. IEEE Geosci. Remote. Sens. Lett. 18 (1) (2021)
Vladimir Gazivoda, Luka Filipovic, Milos Dakovic
Comparative Analysis of Regression and Neural Network Models on Students' Grades. MECO (2021)
Ljubisa Stankovic, Milos Brajovic, Danilo P. Mandic, Isidora Stankovic, Milos Dakovic
Improved Coherence Index-Based Bound in Compressive Sensing. CoRR (2021)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
Graph Signal Processing - Part III: Machine Learning on Graphs, from Graph Topology to Applications. CoRR (2020)
Milos Brajovic, Ljubisa Stankovic, Milos Dakovic
Decomposition of multichannel multicomponent nonstationary signals by combining the eigenvectors of autocorrelation matrix using genetic algorithm. Digit. Signal Process. 102 (2020)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
Data Analytics on Graphs Part I: Graphs and Spectra on Graphs. Found. Trends Mach. Learn. 13 (1) (2020)
Ljubisa Stankovic, Milos Dakovic, Danilo P. Mandic, Milos Brajovic, Bruno Scalzo Dees, Anthony G. Constantinides
A Low-Dimensionality Method for Data-Driven Graph Learning. ICASSP (2020)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Ilya Kisil
Demystifying the Coherence Index in Compressive Sensing [Lecture Notes]. IEEE Signal Process. Mag. 37 (1) (2020)
Ljubisa Stankovic, Milos Brajovic, Isidora Stankovic, Jonatan Lerga, Milos Dakovic
RANSAC-Based Signal Denoising Using Compressive Sensing. CoRR (2020)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Bruno Scalzo, Milos Brajovic, Ervin Sejdic, Anthony G. Constantinides
Vertex-frequency graph signal processing: A comprehensive review. Digit. Signal Process. 107 (2020)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
Data Analytics on Graphs Part III: Machine Learning on Graphs, from Graph Topology to Applications. Found. Trends Mach. Learn. 13 (4) (2020)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
Data Analytics on Graphs Part II: Signals on Graphs. Found. Trends Mach. Learn. 13 (2-3) (2020)
Isidora Stankovic, Milos Brajovic, Milos Dakovic, Ljubisa Stankovic, Cornel Ioana
Quantization Effect in Nonuniform Nonsparse Signal Reconstruction. MECO (2020)
Ljubisa Stankovic, Milos Brajovic, Milos Dakovic, Danilo P. Mandic
On the decomposition of multichannel nonstationary multicomponent signals. Signal Process. 167 (2020)
Stefan Vujovic, Andjela Draganic, Maja Lakicevic Zaric, Irena Orovic, Milos Dakovic, Marko Beko, Srdjan Stankovic
Sparse Analyzer Tool for Biomedical Signals. Sensors 20 (9) (2020)
Isidora Stankovic, Milos Brajovic, Milos Dakovic, Cornel Ioana, Ljubisa Stankovic
Bit-depth quantization and reconstruction error in digital images. Signal Image Video Process. 14 (8) (2020)
Isidora Stankovic, Milos Brajovic, Milos Dakovic, Cornel Ioana, Ljubisa Stankovic
Quantization in Compressive Sensing: A Signal Processing Approach. IEEE Access 8 (2020)
Milos Brajovic, Isidora Stankovic, Ljubisa Stankovic, Milos Dakovic
Decomposition of Two-Component Multivariate Signals with Overlapped Domains of Support. ISPA (2019)
Ljubisa Stankovic, Milos Dakovic
Compressive Sensing Inspired Multivariate Median. Circuits Syst. Signal Process. 38 (5) (2019)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Ilya Kisil
An Intuitive Derivation of the Coherence Index Relation in Compressive Sensing. CoRR (2019)
Ljubisa Stankovic, Ervin Sejdic, Srdjan Stankovic, Milos Dakovic, Irena Orovic
A Tutorial on Sparse Signal Reconstruction and Its Applications in Signal Processing. Circuits Syst. Signal Process. 38 (3) (2019)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Bruno Scalzo, Milos Brajovic, Ervin Sejdic, Anthony G. Constantinides
Vertex-Frequency Graph Signal Processing. CoRR (2019)
Isidora Stankovic, Milos Brajovic, Milos Dakovic, Cornel Ioana, Ljubisa Stankovic
Quantization in Compressive Sensing: A Signal Processing Approach. CoRR (2019)
Nicoletta Saulig, Jonatan Lerga, Zlatko Baracskai, Milos Dakovic
Adaptive Thresholding in Extracting Useful Information From Noisy Time- Frequency Distributions. ISPA (2019)
Bruno Scalzo Dees, Ljubisa Stankovic, Milos Dakovic, Anthony G. Constantinides, Danilo P. Mandic
A Unifying Analysis of Shift Operators on a Graph. CoRR (2019)
Bruno Scalzo Dees, Ljubisa Stankovic, Milos Dakovic, Anthony G. Constantinides, Danilo P. Mandic
Unitary Shift Operators on a Graph. CoRR (2019)
Isidora Stankovic, Cornel Ioana, Milos Brajovic, Milos Dakovic, Ljubisa Stankovic
Time-Varying Cross-Range in Wideband Sonar Imaging. ISPA (2019)
Ljubisa Stankovic, Milos Brajovic, Milos Dakovic, Danilo P. Mandic
On the Decomposition of Multivariate Nonstationary Multicomponent Signals. CoRR (2019)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo Dees, Tony Constantinides
Graph Signal Processing - Part I: Graphs, Graph Spectra, and Spectral Clustering. CoRR (2019)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Anthony G. Constantinides
Graph Signal Processing - Part II: Processing and Analyzing Signals on Graphs. CoRR (2019)
Isidora Stankovic, Milos Brajovic, Milos Dakovic, Cornel Ioana
Gradient-Descent Algorithm Performance With Reduced Set of Quantized Measurements. MECO (2019)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Ilia Kisil, Ervin Sejdic, Anthony G. Constantinides
Understanding the Basis of Graph Signal Processing via an Intuitive Example-Driven Approach [Lecture Notes]. IEEE Signal Process. Mag. 36 (6) (2019)
Milos Brajovic, Irena Orovic, Milos Dakovic, Srdjan Stankovic
Compressive Sensing of Sparse Signals in the Hermite Transform Basis. IEEE Trans. Aerosp. Electron. Syst. 54 (2) (2018)
Ljubisa Stankovic, Ervin Sejdic, Milos Dakovic
Reduced Interference Vertex-Frequency Distributions. IEEE Signal Process. Lett. 25 (9) (2018)
Ljubisa Stankovic, Ervin Sejdic, Milos Dakovic
Vertex-Frequency Energy Distributions. IEEE Signal Process. Lett. 25 (3) (2018)
Isidora Stankovic, Irena Orovic, Milos Dakovic, Srdjan Stankovic
Denoising of sparse images in impulsive disturbance environment. Multim. Tools Appl. 77 (5) (2018)
Isidora Stankovic, Cornel Ioana, Milos Dakovic
On the reconstruction of nonsparse time-frequency signals with sparsity constraint from a reduced set of samples. Signal Process. 142 (2018)
Isidora Stankovic, Igor Djurovic, Milos Dakovic
Adaptive average BM3D filter for reconstruction of images with combined noise. MECO (2018)
Isidora Stankovic, Milos Brajovic, Milos Dakovic, Cornel Ioana
Effect of Random Sampling on Noisy Nonsparse Signals in Time-Frequency Analysis. EUSIPCO (2018)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic
Time-frequency decomposition of multivariate multicomponent signals. Signal Process. 142 (2018)
Marko C. Boskovic, Milan R. Rapaic, Tomislav B. Sekara, Petar D. Mandic, Mihailo P. Lazarevic, Bosko Cvetkovic, Budimir Lutovac, Milos Dakovic
On the rational representation of fractional order lead compensator using Padé approximation. MECO (2018)
Isidora Stankovic, Milos Dakovic, Cornel Ioana
Decomposition and analysis of signals sparse in the dual polynomial Fourier transform. Microprocess. Microsystems 63 (2018)
Milos Brajovic, Ljubisa Stankovic, Milos Dakovic, Danilo P. Mandic
Additive noise influence on the bivariate two-component signal decomposition. MECO (2018)
Isidora Stankovic, Cornel Ioana, Milos Dakovic, Ion Candel
Sparse signal reconstruction in dual polynomial Fourier transform. MECO (2018)
Ljubisa A. Stankovic, Milos Dakovic, Isidora Stankovic, Stefan Vujovic
On the Errors in Randomly Sampled Nonsparse Signals Reconstructed With a Sparsity Assumption. IEEE Geosci. Remote. Sens. Lett. 14 (12) (2017)
Isidora Stankovic, Milos Dakovic, Cornel Ioana
Time-frequency signal reconstruction of nonsparse audio signals. DSP (2017)
Isidora Stankovic, Milos Dakovic, Cornel Ioana
Decomposition of signals in dispersive channels using dual polynomial fourier transform. MECO (2017)
Milos Brajovic, Irena Orovic, Milos Dakovic, Srdjan Stankovic
The reconstruction of 2D sparse signals by exploiting transform coefficients variances. EUROCON (2017)
Milos Dakovic, Isidora Stankovic, Milos Brajovic, Ljubisa Stankovic
Sparse signal reconstruction based on random search procedure. MIPRO (2017)
Srdjan Stankovic, Stefan Vujovic, Irena Orovic, Milos Dakovic, Ljubisa Stankovic
Combination of gradient based and single iteration reconstruction algorithms for sparse signals. EUROCON (2017)
Milos Dakovic, Ljubisa Stankovic, Budimir Lutovac, Isidora Stankovic
On the fixed-point rounding in the DFT. EUROCON (2017)
Ljubisa Stankovic, Milos Brajovic, Milos Dakovic, Danilo P. Mandic
Two-component bivariate signal decomposition based on time-frequency analysis. DSP (2017)
Budimir Lutovac, Milos Dakovic, Srdjan Stankovic, Irena Orovic
An algorithm for robust image watermarking based on the DCT and Zernike moments. Multim. Tools Appl. 76 (22) (2017)
Ljubisa Stankovic, Milos Dakovic, Srdjan Stankovic, Irena Orovic
Conditions for Unique Reconstruction of Sparse Signals Using Compressive Sensing Methods. CoRR (2017)
Milos Dakovic, Ljubisa Stankovic, Budimir Lutovac, Ervin Sejdic, Tomislav B. Sekara
A resistive circuits analysis using graph spectral decomposition. MECO (2017)
Marko C. Boskovic, Tomislav B. Sekara, Budimir Lutovac, Milos Dakovic, Petar D. Mandic, Mihailo P. Lazarevic
Analysis of electrical circuits including fractional order elements. MECO (2017)
Isidora Stankovic, Milos Dakovic, Irena Orovic
Overlapping blocks in reconstruction of sparse images. MIPRO (2017)
Milos Dakovic, Ljubisa Stankovic, Ervin Sejdic
Windowing methods for graph signal localization. DSP (2017)
Milos Brajovic, Irena Orovic, Milos Dakovic, Srdjan Stankovic
On the parameterization of Hermite transform with application to the compression of QRS complexes. Signal Process. 131 (2017)
Ljubisa Stankovic, Milos Dakovic, Stefan Vujovic
Reconstruction of Sparse Signals in Impulsive Disturbance Environments. Circuits Syst. Signal Process. 36 (2) (2017)
Ljubisa A. Stankovic, Milos Dakovic, Ervin Sejdic
Vertex-Frequency Analysis: A Way to Localize Graph Spectral Components [Lecture Notes]. IEEE Signal Process. Mag. 34 (4) (2017)
Milos Brajovic, Milos Dakovic, Ljubisa Stankovic
Convexity of the ℓ1-norm based sparsity measure with respect to the missing samples as variables. MECO (2016)
Isidora Stankovic, Irena Orovic, Srdjan Stankovic, Milos Dakovic
Iterative denoising of sparse images. MIPRO (2016)
Stefan Vujovic, Isidora Stankovic, Milos Dakovic, Ljubisa Stankovic
Comparison of a gradient-based and LASSO (ISTA) algorithm for sparse signal reconstruction. MECO (2016)
Andjela Draganic, Irena Orovic, Nedjeljko Lekic, Milos Dakovic, Srdjan Stankovic
Hardware Architecture for Single Iteration Reconstruction Algorithm. CoRR (2015)
Milos Brajovic, Irena Orovic, Milos Dakovic, Srdjan Stankovic
Compressive Sensing of Sparse Signals in the Hermite Transform Basis: Analysis and Algorithm for Signal Reconstruction. CoRR (2015)
Ljubisa Stankovic, Milos Dakovic, Thayananthan Thayaparan, Vesna Popovic-Bugarin
Inverse radon transform-based micro-doppler analysis from a reduced set of observations. IEEE Trans. Aerosp. Electron. Syst. 51 (2) (2015)
Andjela Draganic, Irena Orovic, Nedjeljko Lekic, Milos Dakovic, Srdjan Stankovic
Architecture for single iteration reconstruction algorithm. MECO (2015)
Stefan Vujovic, Milos Dakovic, Irena Orovic, Srdjan Stankovic
An architecture for hardware realization of compressive sensing Gradient algorithm. MECO (2015)
Ljubisa Stankovic, Srdjan Stankovic, Milos Dakovic
From the STFT to the Wigner Distribution [Lecture Notes]. IEEE Signal Process. Mag. 31 (3) (2014)
Ljubisa Stankovic, Milos Dakovic, Stefan Vujovic
Adaptive variable step algorithm for missing samples recovery in sparse signals. IET Signal Process. 8 (3) (2014)
Ljubisa Stankovic, Igor Djurovic, Srdjan Stankovic, Marko Simeunovic, Slobodan Djukanovic, Milos Dakovic
Instantaneous frequency in time-frequency analysis: Enhanced concepts and performance of estimation algorithms. Digit. Signal Process. 35 (2014)
Ljubisa Stankovic, Milos Dakovic
Reconstruction of Randomly Sampled Sparse Signals Using an Adaptive Gradient Algorithm. CoRR (2014)
Ljubisa Stankovic, Thayananthan Thayaparan, Milos Dakovic, Vesna Popovic-Bugarin
Micro-Doppler Removal in the Radar Imaging Analysis. IEEE Trans. Aerosp. Electron. Syst. 49 (2) (2013)
Ljubisa Stankovic, Milos Dakovic, Thayananthan Thayaparan
A real-time time-frequency based instantaneous frequency estimator. Signal Process. 93 (5) (2013)
Slavoljub Mijovic, Milos Dakovic
Feature extraction from mammograms by using a'priory information. MECO (2013)
Ljubisa Stankovic, Milos Dakovic, Stefan Vujovic
Adaptive Variable Step Algorithm for Missing Samples Recovery in Sparse Signals. CoRR (2013)
Milos Dakovic, Ljubisa Stankovic
Estimation of sinusoidally modulated signal parameters based on the inverse Radon transform. ISPA (2013)
Ljubisa Stankovic, Milos Dakovic, Stefan Vujovic
Concentration measures with an adaptive algorithm for processing sparse signals. ISPA (2013)
Borisa Bjelica, Milos Dakovic, Ljubisa Stankovic, Thayananthan Thayaparan
Complex Empirical Decomposition method in radar signal processing. MECO (2012)
Slobodan Djukanovic, Vesna Popovic, Milos Dakovic, Ljubisa A. Stankovic
A parametric method for non-stationary interference suppression in direct sequence spread-spectrum systems. Signal Process. 91 (6) (2011)
Vesna Popovic, Igor Djurovic, Ljubisa A. Stankovic, Thayananthan Thayaparan, Milos Dakovic
Autofocusing of SAR images based on parameters estimated from the PHAF. Signal Process. 90 (5) (2010)
Slobodan Djukanovic, Milos Dakovic, Ljubisa A. Stankovic
Bit error probability approximation for short-time Fourier transform based nonstationary interference excision in DS-SS systems. Signal Process. 89 (11) (2009)
Thayananthan Thayaparan, Ljubisa A. Stankovic, Milos Dakovic
S-Method-Based Approach for Image Formation, Motion Compensation, and Image Enhancement of Moving Targerts in ISAR and SAR. IGARSS (2) (2008)
Slobodan Djukanovic, Milos Dakovic, Ljubisa A. Stankovic
Local Polynomial Fourier Transform Receiver for Nonstationary Interference Excision in DSSS Communications. IEEE Trans. Signal Process. 56 (4) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Milos Dakovic