Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

On the fly image denoising using patch ordering

EXPERT SYSTEMS WITH APPLICATIONS, vol.190, 2022 (Peer-Reviewed Journal) identifier identifier

Projection-Based cascaded U-Net model for MR image reconstruction

Computer Methods and Programs in Biomedicine, vol.207, 2021 (Peer-Reviewed Journal) identifier identifier identifier

Image denoising using patch ordering and 3D transformation of patches

IET Image Processing, vol.13, pp.2636-2646, 2019 (Peer-Reviewed Journal) identifier identifier

Denoising AMP for MRI Reconstruction: BM3D-AMP-MRI

SIAM JOURNAL ON IMAGING SCIENCES, vol.11, no.3, pp.2090-2109, 2018 (Peer-Reviewed Journal) identifier identifier

Decoupled Algorithm for MRI Reconstruction Using Nonlocal Block Matching Model: BM3D-MRI

JOURNAL OF MATHEMATICAL IMAGING AND VISION, vol.56, no.3, pp.430-440, 2016 (Peer-Reviewed Journal) identifier identifier

MRI reconstruction with joint global regularization and transform learning

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, vol.53, pp.1-8, 2016 (Peer-Reviewed Journal) identifier identifier

Group sparse RLS algorithms

INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, vol.28, no.12, pp.1398-1412, 2014 (Peer-Reviewed Journal) identifier identifier

Online dictionary learning algorithm with periodic updates and its application to image denoising

EXPERT SYSTEMS WITH APPLICATIONS, vol.41, no.8, pp.3682-3690, 2014 (Peer-Reviewed Journal) identifier identifier

K-SVD Meets Transform Learning: Transform K-SVD

IEEE SIGNAL PROCESSING LETTERS, vol.21, no.3, pp.347-351, 2014 (Peer-Reviewed Journal) identifier identifier

RLS Algorithm With Convex Regularization

IEEE SIGNAL PROCESSING LETTERS, vol.18, no.8, pp.470-473, 2011 (Peer-Reviewed Journal) identifier identifier

Sparsity regularised recursive least squares adaptive filtering

IET SIGNAL PROCESSING, vol.5, no.5, pp.480-487, 2011 (Peer-Reviewed Journal) identifier identifier

Nonlinear system identification using deterministic multilevel sequences

CIRCUITS SYSTEMS AND SIGNAL PROCESSING, vol.24, no.2, pp.151-181, 2005 (Peer-Reviewed Journal) identifier identifier

Volterra kernel estimation for nonlinear communication channels using deterministic sequences

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, vol.59, no.2, pp.118-127, 2005 (Peer-Reviewed Journal) identifier identifier

2D FIR Wiener filter realisation using orthogonal lattice structures

ELECTRONICS LETTERS, vol.36, no.12, pp.1078-1079, 2000 (Peer-Reviewed Journal) identifier identifier

Refereed Congress / Symposium Publications in Proceedings

Scale Input Adapted Attention for Image Denoising Using a Densely Connected U-Net: SADE-Net

13th International Conference on Computational Collective Intelligence, ICCCI 2021, Virtual, Online, 29 September - 01 October 2021, vol.12876 LNAI, pp.792-801 identifier

MR Image Reconstruction Based on Densely Connected Residual Generative Adversarial Network–DCR-GAN

13th International Conference on Computational Collective Intelligence, ICCCI 2021, Virtual, Online, 29 September - 01 October 2021, vol.1463, pp.679-689 identifier

Deep Learning for Mri Reconstruction Using A Novel Projection Based Cascaded Network

29th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2019, Pennsylvania, United States Of America, 13 - 16 October 2019 identifier identifier

Myelin Segmentation in Fluorescence Microscopy Images

Medical Technologies Congress (TIPTEKNO), İzmir, Turkey, 3 - 05 October 2019, pp.141-144 identifier identifier

MRI RECONSTRUCTION WITH ANALYSIS SPARSE REGULARIZATION UNDER IMPULSIVE NOISE

24th European Signal Processing Conference (EUSIPCO), Budapest, Hungary, 28 August - 02 September 2016, pp.538-541 identifier identifier

Classification Applications of Sparse Signal Processing and Kernel Based Methods

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1157-1160 identifier identifier

Analysis Sparsity Based Single Image Superresolution

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.977-980 identifier identifier

TRANSFORM LEARNING MRI WITH GLOBAL WAVELET REGULARIZATION

23rd European Signal Processing Conference (EUSIPCO), Nice, France, 31 August - 04 September 2015, pp.1855-1859 identifier identifier

OVERCOMPLETE SPARSIFYING TRANSFORM LEARNING ALGORITHM USING A CONSTRAINED LEAST SQUARES APPROACH

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, 4 - 09 May 2014 identifier identifier

A CLUSTERING BASED FRAMEWORK FOR DICTIONARY BLOCK STRUCTURE IDENTIFICATION

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, 22 - 27 May 2011, pp.4044-4047 identifier identifier

Generalized 2D Lattice Structure for Causal and Noncausal Modeling of Random Fields

IEEE International Symposium on Circuits and Systems (ISCAS), Rio-De-Janeiro, Brazil, 15 - 18 May 2011, pp.1756-1759 identifier identifier

A compressive sensing framework for multirate signal estimation

10th International Conference on Information Sciences, Signal Processing and their Applications, ISSPA 2010, Kuala-Lumpur, Malaysia, 10 - 13 May 2010, pp.716-719 identifier

RLS adaptive filtering with sparsity regularization

10th International Conference on Information Sciences, Signal Processing and their Applications, ISSPA 2010, Kuala-Lumpur, Malaysia, 10 - 13 May 2010, pp.550-553 identifier

Adaptive multirate signal estimation with lattice orthogonalization

2009 16th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2009, Yasmine Hammamet, Tunisia, 13 - 16 December 2009, pp.117-119 identifier

Lattice-ladder structure for 2D ARMA filters

30th IEEE International Conference on Acoustics, Speech, and Signal Processing, Pennsylvania, United States Of America, 19 - 23 March 2005, pp.101-104 identifier identifier

Nonlinear system identification using deterministic multilevel sequences

14th International Conference on Digital Signal Processing, DSP 2002, Santorini, Hellas, Greece, 1 - 03 July 2002, vol.2, pp.947-950 identifier identifier

Books & Book Chapters