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ORCIDMehmet Yamac
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2020 – today
- 2024
[b1]Mehmet Yamac:
Advances in Sparse Representation: Efficient modeling and applications. University of Tampere, Finland, 2024- [j12]Mete Ahishali
, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj:
Operational Support Estimator Networks. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 8442-8458 (2024) - [j11]Alexander Ulrichsen, Paul Murray, Stephen Marshall, Moncef Gabbouj, Serkan Kiranyaz, Mehmet Yamaç, Nour Aburaed:
Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 1470-1484 (2024) - [j10]Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Mert Duman, Ilke Adalioglu, Esin Guldogan, Turker Ince, Moncef Gabbouj:
Super Neurons. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 206-228 (2024) - 2023
- [j9]Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj:
Representation based regression for object distance estimation. Neural Networks 158: 15-29 (2023) - [j8]Mehmet Yamaç, Ugur Akpinar, Erdem Sahin, Serkan Kiranyaz, Moncef Gabbouj:
Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation. IEEE Trans. Image Process. 32: 5637-5651 (2023) - [j7]Mehmet Yamaç, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj:
Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing. IEEE Trans. Neural Networks Learn. Syst. 34(1): 290-304 (2023) - [i16]Dan Yang, Mehmet Yamac:
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring. CoRR abs/2306.00834 (2023) - [i15]Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj:
Operational Support Estimator Networks. CoRR abs/2307.06065 (2023) - 2022
- [c15]Dan Yang, Mehmet Yamac:
Motion Aware Double Attention Network for Dynamic Scene Deblurring. CVPR Workshops 2022: 1112-1122 - [c14]Mehmet Yamac, Aakif Nawaz, Baran Ataman:
Reference-Based Blind Super-Resolution Kernel Estimation. ICIP 2022: 4123-4127 - [i14]Mehmet Yamaç, Mert Duman, Ilke Adalioglu, Serkan Kiranyaz, Moncef Gabbouj:
A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance. CoRR abs/2207.07089 (2022) - 2021
- [j6]Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images. IEEE Access 9: 41052-41065 (2021) - [j5]Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
COVID-19 infection map generation and detection from chest X-ray images. Health Inf. Sci. Syst. 9(1): 15 (2021) - [j4]Mehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj:
Multi-Level Reversible Data Anonymization via Compressive Sensing and Data Hiding. IEEE Trans. Inf. Forensics Secur. 16: 1014-1028 (2021) - [j3]Dat Thanh Tran, Mehmet Yamaç, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear Compressive Learning. IEEE Trans. Neural Networks Learn. Syst. 32(4): 1512-1524 (2021) - [j2]Mehmet Yamaç, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images. IEEE Trans. Neural Networks Learn. Syst. 32(5): 1810-1820 (2021) - [c13]Mehmet Yamac, Baran Ataman, Aakif Nawaz:
KernelNet: A Blind Super-Resolution Kernel Estimation Network. CVPR Workshops 2021: 453-462 - [c12]Mikko Impiö, Mehmet Yamaç, Jenni Raitoharju:
Multi-Level Reversible Encryption for ECG Signals Using Compressive Sensing. ICASSP 2021: 1005-1009 - [c11]Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj:
Bm3d Vs 2-Layer Onn. ICIP 2021: 1994-1998 - [i13]Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj:
BM3D vs 2-Layer ONN. CoRR abs/2103.03060 (2021) - [i12]Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Esin Guldogan, Moncef Gabbouj:
Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising. CoRR abs/2103.03070 (2021) - [i11]Mikko Impiö, Mehmet Yamaç, Jenni Raitoharju:
Multi-level reversible encryption for ECG signals using compressive sensing. CoRR abs/2104.05325 (2021) - [i10]Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj:
Representation Based Regression for Object Distance Estimation. CoRR abs/2106.14208 (2021) - [i9]Mehmet Yamac, Ugur Akpinar, Erdem Sahin, Serkan Kiranyaz, Moncef Gabbouj:
Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation. CoRR abs/2108.03167 (2021) - [i8]Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Esin Guldogan, Türker Ince, Moncef Gabbouj:
Super Neurons. CoRR abs/2109.01594 (2021) - 2020
- [i7]Mehmet Yamac, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj:
Convolutional Sparse Support Estimator Network (CSEN) From energy efficient support estimation to learning-aided Compressive Sensing. CoRR abs/2003.00768 (2020) - [i6]Mehmet Yamac, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images. CoRR abs/2005.04014 (2020) - [i5]Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images. CoRR abs/2006.05332 (2020) - [i4]Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
COVID-19 Infection Map Generation and Detection from Chest X-Ray Images. CoRR abs/2009.12698 (2020)
2010 – 2019
- 2019
- [c10]Mehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj:
Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing. EUSIPCO 2019: 1-5 - [i3]Dat Thanh Tran, Mehmet Yamac, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear Compressive Learning. CoRR abs/1905.07481 (2019) - [i2]Mehmet Yamac, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj:
Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing. CoRR abs/1906.08713 (2019) - 2018
- [c9]Mehmet Yamac, Bülent Sankur, Moncef Gabbouj:
Robust Data Hiding Scheme for Compressively Sensed Signals. EUSIPCO 2018: 1760-1764 - [c8]Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bülent Sankur, Moncef Gabbouj:
Compressively Sensed Image Recognition. EUVIP 2018: 1-6 - [i1]Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bülent Sankur, Moncef Gabbouj:
Compressively Sensed Image Recognition. CoRR abs/1810.06323 (2018) - 2017
- [c7]Mehmet Yamaç, Bülent Sankur, Ali Taylan Cemgil:
Malicious users discrimination in organizec attacks using structured sparsity. EUSIPCO 2017: 266-270 - [c6]Mehmet Yamac, Can Altay, Bülent Sankur:
Optimal quantization for distributed compressive sensing. SIU 2017: 1-4 - 2016
- [j1]Mehmet Yamaç, Çagatay Dikici, Bülent Sankur:
Hiding data in compressive sensed measurements: A conditionally reversible data hiding scheme for compressively sensed measurements. Digit. Signal Process. 48: 188-200 (2016) - [c5]Sinem Aslan, Mehmet Yamac, Bülent Sankur:
A DCT-based multiscale binary descriptor robust to complex brightness changes. EUSIPCO 2016: 1573-1577 - [c4]Baris Kurt, Çagatay Yildiz, Taha Yusuf Ceritli, Mehmet Yamac, Murat Semerci, Bülent Sankur, Ali Taylan Cemgil:
A probabilistic SIP network simulation system. SIU 2016: 1049-1052 - [c3]Murat Semerci, Mehmet Yamac, Ali Taylan Cemgil, Bülent Sankur, Derya Selin Cosar:
Detection of (D)DOS attacks based on online change point analysis. SIU 2016: 1161-1164 - 2013
- [c2]Mehmet Yamac, Çagatay Dikici, Bülent Sankur:
Robust watermarking of compressive sensed measurements under impulsive and Gaussian attacks. EUSIPCO 2013: 1-5 - [c1]Mehmet Yamac, Çagatay Dikici, Bülent Sankur:
Robust watermarking of Compressive Sensed signals. SIU 2013: 1-4
Coauthor Index
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