Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Articles Published in Other Journals

Refereed Congress / Symposium Publications in Proceedings

Image Denoising with Transformers: A Survey

3 thInternational Congress on Multidisciplinary Natural Sciences and Engineering , Ankara, Turkey, 7 - 08 December 2023, pp.30

Image Denoising via Multiscale Feature Extraction and Triplet Attention based CNN

14th INTERNATIONAL CONFERENCE on ELECTRICAL and ELECTRONICS ENGINEERING, Bursa, Turkey, 30 November - 02 December 2023, pp.1-4

Detection of Thoracic Disease in Chest X-Ray Images Using Lightweight Convolutional Models

2023 Medical Technologies Congress, TIPTEKNO’23, Gazimagusa, Cyprus (Kktc), 10 - 12 November 2023, pp.259-262

Deep Learning-based Traffic Light Classification With Hyperparameter Selection

International Conference on Artificial Intelligence and Applied Mathematics in Engineering 2022 , Baku, Azerbaijan, 20 - 22 May 2022, pp.157

Convolutional Neural Network for Traffic Sign Recognition based on Color Space

II. International Informatics and Software Engineering Conference, Ankara, Turkey, 16 - 17 November 2021, pp.1-5 identifier

Traffic Sign Recognition via Transfer Learning using Convolutional Neural Network Models

THE 28th IEEE CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS, Gaziantep, Turkey, 5 - 07 October 2020, pp.1-4

Traffic Sign Detection via Color And Shape-Based Approach

UBMYK 2019, Ankara, Turkey, 6 - 07 November 2019, pp.1-5

Blotch Inpainting Based On Sift Feature Extraction in Old Films

11th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, 28 - 30 November 2019, pp.570-574 identifier identifier

Deep Diagnosis of Non-Proliferative Diabetic Retinopathy in a Mobile System

Medical Technologies Congress (TIPTEKNO), İzmir, Turkey, 3 - 05 October 2019, pp.41-44 Sustainable Development identifier identifier

İmge Gürültü Azaltma Algoritmaları için Bir Derleme

International Artvin Symposium’18 (IAS’18), Artvin, Turkey, 18 - 20 October 2018, pp.79

Veri Tipinin Mobil Cihazlarda Dokunma Dinamiği Tabanlı Kimlik Doğrulama için Etkisi

International Artvin Symposium’18 (IAS’18), Artvin, Turkey, 18 - 20 October 2018, pp.1046-1054

Yerel Öznitelik Çıkarımı ile Görüntü İçboyama

26. IEEE SİNYAL İŞLEME ve İLETİŞİM UYGULAMALARI KURULTAYI, İzmir, Turkey, 2 - 05 May 2018, pp.1-4

A New Hybrid Approach with Perona-Malik Improvement for Multi-focus Image Fusion

International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Turkey, 28 - 30 September 2018 identifier

Colorization of Ultrasound Images via Gradient-Based Method

Medical Technologies National Congress (TIPTEKNO), Magusa, CYPRUS, 8 - 10 November 2018 identifier identifier

Image Inpainting with Local Feature Extraction

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Turkey, 2 - 05 May 2018 identifier identifier

Gaussian noise removal via heat equation

COSTAS2017, Samsun, Turkey, 9 - 11 November 2017, pp.1

Medical image segmentation with edge based level sets: Mobile client-server application

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 07 October 2017, pp.994-999

Automated removal of Gaussian noise in color images Renkli İmgelerde Gauss Grlẗsnn Otomatik Giderilmesi

25th Signal Processing and Communications Applications Conference, SIU 2017, Antalya, Turkey, 15 - 18 May 2017 identifier

Mobile Based System for Diagnosis of Retinal Diseases

Medical Technologies National Congress (TIPTEKNO), Trabzon, Turkey, 12 - 14 October 2017 identifier identifier

Automated Removal of Gaussian Noise in Color Images

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Turkey, 15 - 18 May 2017 identifier identifier

Medical Image Segmentation with Edge Based Level Sets: Mobile Client Server Application

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.994-999 identifier identifier

Renkli İmgelerin Değişimsel Toplanır Gürültüsü Giderimi

SIU 2016 IEEE 24. Sinyal Isleme ve Iletisim Uygulamaları Kurultayı, Zonguldak, Turkey, 16 - 19 May 2016, pp.1

Yapı ve Doku Bileşenlerine Bağlı İmge İçboyama

SİU 2016 IEEE 24. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Zonguldak, Turkey, 16 - 19 May 2016, pp.1

Image Inpainting Based on Structure and Texture Components

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.637-640 identifier identifier

Variational Additive Noise Removal of Color Images

24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, 16 - 19 May 2016, pp.1385-1388 identifier identifier

Bulanık Girdili Poisson Tıbbi İmge Örgüleme

BIYOMUT2015 19. Biyomedikal Mühendisliği Ulusal Kongresi, İstanbul, Turkey, 5 - 06 November 2015, pp.1

Düzey Kümeleriyle Etkili Retinal Damar Bölütlemesi

TIPTEKNO'15 Tıp Teknolojileri Ulusal Kongresi, Muğla, Turkey, 15 - 18 October 2015, pp.85-88

İstemci Sunucu Tabanlı Fotomontaj

SİU 2015 IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Malatya, Turkey, 16 - 19 May 2015

Hızlı Düzey Küme Yöntemine Bağlı Retinal Damar Bölütlemesi

SİU 2015 IEEE 23. Sinyal İşleme ve İletişim Uygulamaları Kurultayı, Malatya, Turkey, 16 - 19 May 2015

İlgin Dönüşümü Ayrışımıyla Nesne Normalize Etme

SIU 2015 IEEE 23. Sinyal Isleme ve Iletisim Uygulamaları Kurultayı, Malatya, Turkey, 16 - 19 May 2015, pp.1

Istemci-Sunucu Tabanlı Fotomontaj

SIU 2015 IEEE 23. Sinyal Isleme ve Iletisim Uygulamaları Kurultayı, Malatya, Turkey, 16 - 19 May 2015, pp.1

Client-Server Based Photomontage

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.596-599 identifier identifier

Retinal Vasculature Segmentation Based on Fast Level Set Method

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.855-858 identifier identifier

Object Normalization via Decomposition of Affine Transform

23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, 16 - 19 May 2015, pp.859-862 identifier identifier

Poisson Medical Image Matting with Fuzzy Input

19th National Biomedical Engineering Meeting (BIYOMUT), İstanbul, Turkey, 5 - 06 November 2015 identifier identifier

Efficient Retinal Vessel Segmentation with Level Sets

Medical Technologies National Conference (TIPTEKNO), Bodrum, Turkey, 15 - 18 October 2015 identifier

PDEs-Based Gaussian Noise Removal from Color Images

9th International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, 26 - 28 November 2015, pp.246-250 identifier

Yönbağımsız ve Yönbağımlı Gauss Süzgeçleme

ELECO 2014 ELEKTRİK - ELEKTRONİK, BİLGİSAYAR ve BİYOMEDİKAL MÜHENDİSLİĞİ SEMPOZYUMU, Bursa, Turkey, 27 - 29 November 2014, pp.1

Kenar Tabanlı Düzey Kümeleriyle Tıbbi İmge Bölütleme İçin Mobil Uygulama

TIPTEKNO'14 Tıp Teknolojileri Ulusal Kongresi, Nevşehir, Turkey, 25 - 27 September 2014, pp.31-34

Bölge Tabanlı Düzey Kümeleriyle Tıbbi İmge Bölütleme

TIPTEKNO'14 Tıp Teknolojileri Ulusal Kongresi, Nevşehir, Turkey, 25 - 27 September 2014, pp.235-238

Kenar Tabanlı Düzey Kümeleriyle Otomatik Tıbbi İmge Bölütleme

TIPTEKNO'14 Tıp Teknolojileri Ulusal Kongresi, Nevşehir, Turkey, 25 - 27 September 2014, pp.27-30

Poisson Denklemini Kullanarak Mobil Tabanlı Fotomontaj

URSI-TÜRKIYE’2014 VII. Bilimsel Kongresi, Elazığ, Turkey, 28 - 30 August 2014, pp.103-105

Önsel Bilgiyle El Imgelerinin Çevritini Bulma ve Temel Bilesenler Analiziyle Eli Yeniden Modelleme

URSI-TÜRKIYE’2014 VII. Bilimsel Kongresi, Elazığ, Turkey, 28 - 30 August 2014, pp.106-108

Yönlendirilebilir Süzgeçlerin Karmaşık Çözümlemesi

Signal Processing and Communications Applications Conference (SIU), 2013 21st, Cyprus (Kktc), 24 - 26 April 2013

Düzey Kümelerini Kullanarak Renkli İmge Bölütleme

Signal Processing and Communications Applications Conference (SIU), 2013 21st, Cyprus (Kktc), 24 - 26 April 2013

Healed Photomontage via Poisson Equation

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 April 2013 identifier identifier

Color Image Segmentation Using Level Sets

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 April 2013 identifier identifier

Complex Analysis of Steerable Filters

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 April 2013 identifier identifier

Patch-Based Image Denoising in the Wavelet Domain

The 2010 International Conference on Image Processing, Computer Vision, and Pattern Recognition, Las Vegas, Nevada, United States Of America, 12 - 15 July 2010, pp.887-891

Solving Heat Flow Equation for Image Regularization

The 1st International Symposium on Computing in Science & Engineering, Aydın, Turkey, 3 - 05 June 2010, pp.372-377

A Seamless Image Editing Technique Using Color Information

IPCV 2009: proceedings of the 2009 international conference on image processing, computer vision, & pattern recognition, Las Vegas, Nevada, United States Of America, 13 - 16 July 2009, pp.216-221

Color Image Completion Using Simultaneous Geometry and Texture

13th World Multi-Conference on Systemics, Cybernetics and Informatics, Orlando,Florida, United States Of America, 10 - 13 July 2009, pp.126-131

Fuzzy Anisotropic Smoothing of Scalar Images

The 2nd International Multi-Conference on Engineering and Technological Innovation, Orlando,Florida, United States Of America, 10 - 13 July 2009, pp.258-264

PDE Based Denoising of Grayscale Images Using Type II Fuzzy Sets

INISTA 2009 International Symposium on INnovations in Intelligent SysTems and Applications, Trabzon, Turkey, 29 June - 01 July 2009, pp.179-184

POISSON DENKLEMNE BAGLI RENKLİ İMGE DÜZENLEME

5. Uluslararası İleri Teknolojiler Sempozyumu (IATS’09), Karabük, Turkey, 13 - 15 May 2009

BİR EKRAN KARTININ TASARIMI VE GERÇEKLENMESİ

5. Uluslararası İleri Teknolojiler Sempozyumu (IATS’09), Karabük, Turkey, 13 - 15 May 2009

Poisson Denklemine Bağlı Renkli İmge Düzenleme

5. Uluslararası İleri Teknolojiler Sempozyumu (IATS’09), Karabük, Turkey, 13 May - 15 September 2009, pp.438-442

Design and Implementation of A Mat Forming Machine

5th International Advanced Technologies Symposium (IATS’09), Karabük, Turkey, 13 - 15 May 2009

Design and Implementation of a Graphic Adaptor

5th International Advanced Technologies Symposium (IATS’09), Karabük, Turkey, 13 - 15 May 2009

Color Image Editing Based on Poisson Equation

5th International Advanced Technologies Symposium (IATS’09), Karabük, Turkey, 13 - 15 May 2009

En Uygun Eşikleme Kullanarak Resim Ayrılmalarını Alglama

Signal Processing and Communications Applications Conference, 2009. SIU 2009. IEEE 17th, Turkey, 9 - 11 April 2009

Detection of Painting Cracks Using Optimal Thresholding

IEEE 17th Signal Processing and Communications Applications Conference, Antalya, Turkey, 9 - 11 April 2009, pp.263-266 identifier identifier

Kısmi Türevsel Denklemlerle Gri Ölçekli İmge Düzenlileştirme

ELECO 2008 ELEKTRİK - ELEKTRONİK ve BİLGİSAYAR MÜHENDİSLİĞİ SEMPOZYUMU, Bursa, Turkey, 26 - 30 November 2008

Resim Ayrılmalarını Akıllı Onarma

ELECO 2008 ELEKTRİK - ELEKTRONİK, BİLGİSAYAR ve BİYOMEDİKAL MÜHENDİSLİĞİ SEMPOZYUMU, Bursa, Turkey, 26 - 30 November 2008, pp.1

Resim Ayrılmalarını Otomatik Rötuşlama

Kültür ve Turizim’xxde Bilgi Teknolojileri Çalıştayı, Muğla, Turkey, 26 - 27 September 2008

İmge Renklendirme için Karma Bir Yöntem

2008 IEEE 16TH SIGNAL PROCESSING, COMMUNICATION AND APPLICATIONSCONFERENCE, VOLS 1 AND 2, Turkey, 20 - 22 April 2008

A Hybrid Method for Image Colorization

IEEE 16th Signal Processing and Communications Applications Conference, Aydın, Turkey, 20 - 22 April 2008, pp.140-143 identifier identifier

Eski Renkli Filmlerdeki Lekelerin Yok Edilmesi Için Zaman Uzamsal Bir İçboyama Yöntemi

2007 IEEE 15TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS, VOLS1-3, Turkey, 11 - 13 June 2007, pp.294-297

A spatiotemporal algorithm for detection and restoration of defects in old color films

9th International Conference on Advanced Concepts for Intelligent Vision Systems, Delft, Netherlands, 28 - 31 August 2007, vol.4678, pp.509-520 identifier identifier

A spatiotemporal inpainting method for blotches removal in old color films

IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Turkey, 11 - 13 June 2007, pp.294-297 identifier identifier

Repairing of motion vectors within defect regions based on temporal continuity of motion trajectory and blotch detection in old color films

IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Turkey, 11 - 13 June 2007, pp.290-293 identifier identifier

İçboyamaya Dayalı Film Onarma

SİU 2006, Ankara, Turkey, 15 - 17 May 2006

Automatic restoration of old motion picture films using spatiotemporal exemplar based inpainting

Advanced Concepts for Intelligent Vision Systems Lecture Notes in Computer Science, Antwerp, Belgium, 18 April - 21 October 2006, pp.55-66

Film restoration based on inpainting

IEEE 14th Signal Processing and Communications Applications, Antalya, Turkey, 16 - 19 April 2006, pp.449-450 identifier identifier

Bozulmus Renkli Sinema Filmlerindeki Lekelerin Aradegerleme ile Yokedilmesi

SIU 2003 11. Sinyal Isleme ve Iletisim Uygulamaları Kurultayı, İstanbul, Turkey, 18 - 20 June 2003, pp.1

Eski Sinema Filmlerinin Bulanık Mantıga Dayalı Onarılması

SIU 2002 10. Sinyal Isleme ve Iletisim Uygulamaları Kurultayı, Denizli, Turkey, 12 - 14 June 2002, pp.1220-1225

Bulanık Mantık Tabanlı Parametre Kestirimi ve Sayısal Koruma Rölelerine Uygulanması

Elektrik-Elektronik Bilgisayar 8. Ulusal Kongresi, Gaziantep, Turkey, 6 - 12 September 1999, pp.681-684

Isaret Örneklemede Bulanık Mantık Yöntemi

5. Sinyal Isleme ve Uygulamaları Kurultayı, İzmir, Turkey, 1 - 03 May 1997, pp.855-860

Books & Book Chapters

Deep Learning-Based Traffic Light Classification with Model Parameter Selection

in: 4th International Conference on Artificial Intelligence and Applied Mathematics in Engineering, D. Jude Hemanth,Tuncay Yigit,Utku Kose,Ugur Guvenc, Editor, Springer Nature, Zug, pp.197-217, 2023

Image Denoising with Transformers: A Survey

in: Smart Solutions with Software, Eyyüp GÜLBANDILAR, Editor, BIDGE Publications, Ankara, pp.86-101, 2023

Metrics

Publication

105

Citation (WoS)

77

H-Index (WoS)

5

Citation (Scopus)

109

H-Index (Scopus)

4

Project

1

Thesis Advisory

7

Open Access

33
UN Sustainable Development Goals