Serkan Kiranyaz

Qatar University

College of Law

Qatar University

Doha, 2713

Qatar

SCHOLARLY PAPERS

5

DOWNLOADS

108

TOTAL CITATIONS

3

Scholarly Papers (5)

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1.

Convolutional Versus Operational Neural Networks for Semantic Segmentation of Maritime and Harbor Scenes

Number of pages: 10 Posted: 12 Jun 2023
Bilge Can Pullinen, Mohammad Al-Sa'd, Serkan Kiranyaz and Moncef Gabbouj
Tampere University, University of Helsinki, Qatar University and Tampere University
Downloads 41 (847,007)
Citation 3

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semantic segmentation, Operational neural networks, Self-ONNs, Generative neurons, Machine Learning, Maritime scenes

2.

Blind Restoration of Real-World Audio by 1d Operational Gans

Number of pages: 21 Posted: 01 Sep 2023
Turker Ince, Serkan Kiranyaz, Ozer Can Devecioglu, Muhammad Salman Khan, Muhammad Enamul Hoque Chowdhury and Moncef Gabbouj
University of Massachusetts Amherst, Qatar University, Tampere University, Qatar University, University of Nottingham - Sir Peter Mansfield Imaging Centre and Tampere University
Downloads 27 (974,389)

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Real-World Audio, Blind Audio Restoration, Self-Organized Operational Neural Networks, Operational GANs

3.

Zero-Shot Motor Health Monitoring by Blind

Number of pages: 13 Posted: 05 Oct 2023
Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Osama Abdeljaber, Onur Avci and Moncef Gabbouj
Qatar University, Tampere University, Qatar University, Qatar University, Izmir University of Economics, Linnaeus University, West Virginia University and Tampere University
Downloads 22 (1,028,959)

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Operational Neural Networks, bearing fault detection, 1D Operational GANs, machine health monitoring, Blind Domain Transition

4.

Blind Restoration of Real-World Audio by 1d Operational Gans

Number of pages: 18 Posted: 07 Apr 2023
Turker Ince, Serkan Kiranyaz, Ozer Can Devecioglu, Muhammad Salman Khan, Muhammad Enamul Hoque Chowdhury and Moncef Gabbouj
Izmir University of Economics, Qatar University, Tampere University, Qatar University, University of Nottingham - Sir Peter Mansfield Imaging Centre and Tampere University
Downloads 16 (1,100,814)

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Real-World Audio, Blind Audio Restoration, Self-Organized Operational Neural Networks, Operational GANs.

5.

Brsr-Opgan: Blind Radar Signal Restoration Using Operational Generative Adversarial Network

Number of pages: 15 Posted: 30 Dec 2024
Muhammad Uzair Zahid, Serkan Kiranyaz, Alper Yildirim and Moncef Gabbouj
Tampere University, Qatar University, Ankara Medipol University and Tampere University
Downloads 2 (1,255,841)

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Radar signal processingRestorationDenoisingAdversarial networks