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Moncef Gabbouj
Moncef Gabbouj
Professor, Tampere University
Verified email at tuni.fi - Homepage
Title
Cited by
Year
BRSR-OpGAN: Blind Radar Signal Restoration using Operational Generative Adversarial Network
MU Zahid, S Kiranyaz, A Yildirim, M Gabbouj
arXiv preprint arXiv:2407.13949, 2024
2024
Multi-Swin Transformer based Spatio-Temporal Information Exploration for Compressed Video Quality Enhancement
L Yu, S Wu, M Gabbouj
IEEE Signal Processing Letters, 2024
2024
R2C-GAN: Restore-to-Classify Generative Adversarial Networks for blind X-ray restoration and COVID-19 classification
M Ahishali, A Degerli, S Kiranyaz, T Hamid, R Mazhar, M Gabbouj
Pattern Recognition, 110765, 2024
2024
Generalized operational perceptrons: new generation artificial neural networks
S Kiranyaz, I Turker, M Gabbouj, A Iosifidis
US Patent 12,033,071, 2024
32024
High-Quality and Full Bandwidth Seismic Signal Synthesis using Operational GANs
OC Devecioglu, S Kiranyaz, Z Yilmaz, O Avci, M Gabbouj, E Taciroglu
arXiv preprint arXiv:2407.11040, 2024
2024
BRSR-OpGAN: Blind Radar Signal Restoration using Operational Generative Adversarial Network
M Uzair Zahid, S Kiranyaz, A Yildirim, M Gabbouj
arXiv e-prints, arXiv: 2407.13949, 2024
2024
Enhancing Healthcare Systems With Deep Reinforcement Learning: Insights Into D2D Communications and Remote Monitoring
Z Chkirbene, R Hamila, D Unal, M Gabbouj, M Hamdi
IEEE Open Journal of the Communications Society, 2024
2024
Channel-wise Feature Decorrelation for Enhanced Learned Image Compression
F Pakdaman, M Gabbouj
IEEE Signal Processing Letters, 2024
2024
Malware Detection with Subspace Learning-based One-Class Classification
HH Al-Khshali, M Ilyas, F Sohrab, M Gabbouj
IEEE Access, 2024
2024
Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery
S Kiranyaz, OC Devecioglu, A Alhams, S Sassi, T Ince, O Avci, M Gabbouj
IEEE Sensors Journal, 2024
2024
Operational Support Estimator Networks
M Ahishali, M Yamac, S Kiranyaz, M Gabbouj
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
12024
Lightweight Multitask Learning for Robust JND Prediction using Latent Space and Reconstructed Frames
S Nami, F Pakdaman, MR Hashemi, S Shirmohammadi, M Gabbouj
IEEE Transactions on Circuits and Systems for Video Technology, 2024
12024
Panoramic Image Inpainting with Gated Convolution and Contextual Reconstruction Loss
L Yu, Y Gao, F Pakdaman, M Gabbouj
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Trustworthiness of  Users: A One-Class Classification Approach
T Khan, F Sohrab, A Michalas, M Gabbouj
International Conference on Advanced Information Networking and Applications …, 2024
2024
On automatic person-in-water detection for marine search and rescue operations
J Taipalmaa, J Raitoharju, JP Queralta, T Westerlund, M Gabbouj
IEEE Access, 2024
2024
Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions
T Jalonen, M Al-Sa'd, S Kiranyaz, M Gabbouj
2024 IEEE International Conference on Industrial Technology (ICIT), 1-7, 2024
12024
Zero-shot motor health monitoring by blind domain transition
S Kiranyaz, OC Devecioglu, A Alhams, S Sassi, T Ince, O Abdeljaber, ...
Mechanical Systems and Signal Processing 210, 111147, 2024
62024
Efficient Bitrate Ladder Construction using Transfer Learning and Spatio-Temporal Features
A Falahati, MK Safavi, A Elahi, F Pakdaman, M Gabbouj
2024 13th Iranian/3rd International Machine Vision and Image Processing …, 2024
12024
Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification
MU Zahid, A Degerli, F Sohrab, S Kiranyaz, M Gabbouj
arXiv preprint arXiv:2402.06530, 2024
2024
Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-ONNs
Y Xie, L Yu, F Pakdaman, M Gabbouj
arXiv preprint arXiv:2402.05582, 2024
2024
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Articles 1–20