Mehmet Yamac

According to our database, Mehmet Yamac authored at least 33 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Operational Support Estimator Networks.

Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Super Neurons.

Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Mert Duman, Ilke Adalioglu, Esin Guldogan, Turker Ince, Moncef Gabbouj

IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Advances in Sparse Representation: Efficient modeling and applications.

Mehmet Yamac

PhD thesis, 2024

Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution.

Alexander Ulrichsen, Paul Murray, Stephen Marshall, Moncef Gabbouj, Serkan Kiranyaz, Mehmet Yamaç, Nour Aburaed

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023

Representation based regression for object distance estimation.

Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj

Neural Networks, January, 2023

Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing.

Mehmet Yamaç, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj

IEEE Trans. Neural Networks Learn. Syst., 2023

Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation.

Mehmet Yamaç, Ugur Akpinar, Erdem Sahin, Serkan Kiranyaz, Moncef Gabbouj

IEEE Trans. Image Process., 2023

Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring.

Dan Yang, Mehmet Yamac

CoRR, 2023

2022

A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance.

Mehmet Yamaç, Mert Duman, Ilke Adalioglu, Serkan Kiranyaz, Moncef Gabbouj

CoRR, 2022

Reference-Based Blind Super-Resolution Kernel Estimation.

Mehmet Yamac, Aakif Nawaz, Baran Ataman

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Motion Aware Double Attention Network for Dynamic Scene Deblurring.

Dan Yang, Mehmet Yamac

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images.

Mehmet Yamaç, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj

IEEE Trans. Neural Networks Learn. Syst., 2021

Multilinear Compressive Learning.

Dat Thanh Tran, Mehmet Yamaç, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis

IEEE Trans. Neural Networks Learn. Syst., 2021

Multi-Level Reversible Data Anonymization via Compressive Sensing and Data Hiding.

Mehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj

IEEE Trans. Inf. Forensics Secur., 2021

COVID-19 infection map generation and detection from chest X-ray images.

Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj

Health Inf. Sci. Syst., 2021

Super Neurons.

Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Esin Guldogan, Türker Ince, Moncef Gabbouj

CoRR, 2021

Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising.

Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Esin Guldogan, Moncef Gabbouj

CoRR, 2021

Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images.

Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj

IEEE Access, 2021

Bm3d Vs 2-Layer Onn.

Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Multi-Level Reversible Encryption for ECG Signals Using Compressive Sensing.

Mikko Impiö, Mehmet Yamaç, Jenni Raitoharju

Proceedings of the IEEE International Conference on Acoustics, 2021

KernelNet: A Blind Super-Resolution Kernel Estimation Network.

Mehmet Yamac, Baran Ataman, Aakif Nawaz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images.

Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj

CoRR, 2020

2019

Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing.

Mehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Compressively Sensed Image Recognition.

Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bülent Sankur, Moncef Gabbouj

Proceedings of the 7th European Workshop on Visual Information Processing, 2018

Robust Data Hiding Scheme for Compressively Sensed Signals.

Mehmet Yamac, Bülent Sankur, Moncef Gabbouj

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Optimal quantization for distributed compressive sensing.

Mehmet Yamac, Can Altay, Bülent Sankur

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Malicious users discrimination in organizec attacks using structured sparsity.

Mehmet Yamaç, Bülent Sankur, Ali Taylan Cemgil

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Hiding data in compressive sensed measurements: A conditionally reversible data hiding scheme for compressively sensed measurements.

Mehmet Yamaç, Çagatay Dikici, Bülent Sankur

Digit. Signal Process., 2016

Detection of (D)DOS attacks based on online change point analysis.

Murat Semerci, Mehmet Yamac, Ali Taylan Cemgil, Bülent Sankur, Derya Selin Cosar

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

A probabilistic SIP network simulation system.

Baris Kurt, Çagatay Yildiz, Taha Yusuf Ceritli, Mehmet Yamac, Murat Semerci, Bülent Sankur, Ali Taylan Cemgil

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

A DCT-based multiscale binary descriptor robust to complex brightness changes.

Sinem Aslan, Mehmet Yamac, Bülent Sankur

Proceedings of the 24th European Signal Processing Conference, 2016

2013

Robust watermarking of Compressive Sensed signals.

Mehmet Yamac, Çagatay Dikici, Bülent Sankur

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Robust watermarking of compressive sensed measurements under impulsive and Gaussian attacks.

Mehmet Yamac, Çagatay Dikici, Bülent Sankur

Proceedings of the 21st European Signal Processing Conference, 2013