Junaid Malik

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 39

Top Topics

Image Restoration Problems

Top Venues

IEEE Trans. Biomed. Eng.

Publications

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) (2024)
Moncef Gabbouj, Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad E. H. Chowdhury, Amith Khandakar, Anas Tahir
Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Arafat Rahman, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Nabil Ibtehaz, Md. Shafayet Hossain, Serkan Kiranyaz, Junaid Malik, Haya Monawwar, Muhammad Abdul Kadir
Robust biometric system using session invariant multimodal EEG and keystroke dynamics by the ensemble of self-ONNs. Comput. Biol. Medicine 142 (2022)
Hanadi Hassen Mohammed, Junaid Malik, Somaya Al-Máadeed, Serkan Kiranyaz
2D Self-organized ONN model for Handwritten Text Recognition. Appl. Soft Comput. 127 (2022)
Serkan Kiranyaz, Ozer Can Devecioglu, Turker Ince, Junaid Malik, Muhammad Enamul Hoque Chowdhury, Tahir Hamid, Rashid Mazhar, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Moncef Gabbouj
Blind ECG Restoration by Operational Cycle-GANs. IEEE Trans. Biomed. Eng. 69 (12) (2022)
Serkan Kiranyaz, Ozer Can Devecioglu, Turker Ince, Junaid Malik, Muhammad Enamul Hoque Chowdhury, Tahir M. Hamid, Rashid Mazhar, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Moncef Gabbouj
Blind ECG Restoration by Operational Cycle-GANs. CoRR (2022)
Junaid Malik, Serkan Kiranyaz, Riyadh Al-Raoush, Olivier Monga, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj, Philippe C. Baveye
3D Quantum Cuts for automatic segmentation of porous media in tomography images. Comput. Geosci. 159 (2022)
Hanadi Hassen Mohammed, Junaid Malik, Somaya Al-Madeed, Serkan Kiranyaz
2D Self-Organized ONN Model For Handwritten Text Recognition. CoRR (2022)
Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. IEEE Trans. Biomed. Eng. 69 (5) (2022)
Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
Self-organized operational neural networks for severe image restoration problems. Neural Networks 135 (2021)
Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
Image denoising by Super Neurons: Why go deep? CoRR (2021)
Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj
BM3D vs 2-Layer ONN. CoRR (2021)
Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
Exploiting heterogeneity in operational neural networks by synaptic plasticity. Neural Comput. Appl. 33 (13) (2021)
Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj
Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. CoRR (2021)
Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj
Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs. IEEE Access 9 (2021)
Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. IEEE Access 9 (2021)
Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj
Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs. CoRR (2021)
Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer. IJCNN (2021)
Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Esin Guldogan, Türker Ince, Moncef Gabbouj
Super Neurons. CoRR (2021)
Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
Self-organized Operational Neural Networks with Generative Neurons. Neural Networks 140 (2021)
M. Akin Yilmaz, Onur Keles, Hilal Güven, A. Murat Tekalp, Junaid Malik, Serkan Kiranyaz
Self-Organized Variational Autoencoders (Self-VAE) for Learned Image Compression. CoRR (2021)
M. Akin Yilmaz, Onur Keles, Hilal Güven, A. Murat Tekalp, Junaid Malik, Serkan Kiranyaz
Self-Organized Variational Autoencoders (Self-Vae) For Learned Image Compression. ICIP (2021)
Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Esin Guldogan, Moncef Gabbouj
Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising. CoRR (2021)
Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj
Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. CoRR (2021)
Onur Keles, A. Murat Tekalp, Junaid Malik, Serkan Kiranyaz
Self-Organized Residual Blocks For Image Super-Resolution. ICIP (2021)
Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. CoRR (2021)
Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj
Bm3d Vs 2-Layer Onn. ICIP (2021)
Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj
Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection. IEEE Access 8 (2020)
Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj
Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection. CoRR (2020)
Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
Exploiting Heterogeneity in Operational Neural Networks by Synaptic Plasticity. CoRR (2020)
Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-organized Operational Layer. CoRR (2020)
Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
Self-Organized Operational Neural Networks with Generative Neurons. CoRR (2020)
Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
FastONN - Python based open-source GPU implementation for Operational Neural Networks. CoRR (2020)
Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
Self-Organized Operational Neural Networks for Severe Image Restoration Problems. CoRR (2020)
Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
Operational vs Convolutional Neural Networks for Image Denoising. CoRR (2020)
Junaid Malik, Serkan Kiranyaz, Suchithra Kunhoth, Turker Ince, Somaya Al-Máadeed, Ridha Hamila, Moncef Gabbouj
Colorectal cancer diagnosis from histology images: A comparative study. CoRR (2019)
Junaid Malik, Serkan Kiranyaz, Riyadh Al-Raoush, Olivier Monga, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj, Philippe C. Baveye
3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images. CoRR (2019)
Junaid Malik, Çaglar Aytekin, Moncef Gabbouj
Low-Energy Graph Fourier Basis Functions Span Salient Objects. ICASSP (2018)
Junaid Malik, Çaglar Aytekin, Moncef Gabbouj
Category independent object proposals using quantum superposition. ICIP (2017)