Publications & Works

Articles Published in Journals That Entered SCI, SSCI and AHCI Indexes

On the fly image denoising using patch ordering

EXPERT SYSTEMS WITH APPLICATIONS, vol.190, 2022 (Journal Indexed in SCI) identifier

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

Computer Methods and Programs in Biomedicine, vol.207, 2021 (Journal Indexed in SCI Expanded) identifier identifier identifier

Image denoising using patch ordering and 3D transformation of patches

IET Image Processing, vol.13, pp.2636-2646, 2019 (Journal Indexed in SCI) identifier identifier

Denoising AMP for MRI Reconstruction: BM3D-AMP-MRI

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

MRI reconstruction with joint global regularization and transform learning

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, vol.53, pp.1-8, 2016 (Journal Indexed in SCI) identifier identifier

Group sparse RLS algorithms

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

K-SVD Meets Transform Learning: Transform K-SVD

IEEE SIGNAL PROCESSING LETTERS, vol.21, no.3, pp.347-351, 2014 (Journal Indexed in SCI) identifier identifier

RLS Algorithm With Convex Regularization

IEEE SIGNAL PROCESSING LETTERS, vol.18, no.8, pp.470-473, 2011 (Journal Indexed in SCI) identifier identifier

Sparsity regularised recursive least squares adaptive filtering

IET SIGNAL PROCESSING, vol.5, no.5, pp.480-487, 2011 (Journal Indexed in SCI) identifier identifier

Nonlinear system identification using deterministic multilevel sequences

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

2D FIR Wiener filter realisation using orthogonal lattice structures

ELECTRONICS LETTERS, vol.36, no.12, pp.1078-1079, 2000 (Journal Indexed in SCI) 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