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ORCIDMoncef Gabbouj
Person information
- affiliation: Tampere University of Technology, Finland
- affiliation (PhD 1989): Purdue University, West Lafayette, IN, USA
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2020 – today
- 2024
[j239]Jussi Taipalmaa
, Jenni Raitoharju, Jorge Peña Queralta, Tomi Westerlund, Moncef Gabbouj:
On Automatic Person-in-Water Detection for Marine Search and Rescue Operations. IEEE Access 12: 52428-52438 (2024)- [j238]Hasan H. Al-Khshali, Muhammad Ilyas, Fahad Sohrab, Moncef Gabbouj:
Malware Detection With Subspace Learning-Based One-Class Classification. IEEE Access 12: 81017-81029 (2024) - [j237]Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
Early myocardial infarction detection over multi-view echocardiography. Biomed. Signal Process. Control. 87(Part B): 105448 (2024) - [j236]Zina Chkirbene, Ridha Hamila, Devrim Unal, Moncef Gabbouj, Mounir Hamdi:
Enhancing Healthcare Systems With Deep Reinforcement Learning: Insights Into D2D Communications and Remote Monitoring. IEEE Open J. Commun. Soc. 5: 3824-3838 (2024) - [j235]Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj:
R2C-GAN: Restore-to-Classify Generative Adversarial Networks for blind X-ray restoration and COVID-19 classification. Pattern Recognit. 156: 110765 (2024) - [j234]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Reducing redundancy in the bottleneck representation of autoencoders. Pattern Recognit. Lett. 178: 202-208 (2024) - [j233]Farhad Pakdaman, Moncef Gabbouj:
Channel-Wise Feature Decorrelation for Enhanced Learned Image Compression. IEEE Signal Process. Lett. 31: 1635-1639 (2024) - [j232]Li Yu, Shiyu Wu, Moncef Gabbouj:
Multi-Swin Transformer Based Spatio-Temporal Information Exploration for Compressed Video Quality Enhancement. IEEE Signal Process. Lett. 31: 1880-1884 (2024) - [j231]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) - [j230]Li Yu, Wenshuai Chang, Shiyu Wu, Moncef Gabbouj:
End-to-End Transformer for Compressed Video Quality Enhancement. IEEE Trans. Broadcast. 70(1): 197-207 (2024) - [j229]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) - [j228]Cheng Yang, Qingbo He, Zhinong Li, Minping Jia, Moncef Gabbouj, Zhike Peng:
Multichannel Fault Diagnosis of Planetary Gearbox via Difference-Average Symbol Transition Entropy and Twin Support Higher-Order Tensor Machine. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [c389]Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj:
Trustworthiness of $\mathbb {X}$ Users: A One-Class Classification Approach. AINA (2) 2024: 331-343 - [c388]Li Yu, Yanjun Gao, Farhad Pakdaman, Moncef Gabbouj:
Panoramic Image Inpainting with Gated Convolution and Contextual Reconstruction Loss. ICASSP 2024: 4255-4259 - [c387]Tuomas Jalonen, Mohammad Al Sa'd, Serkan Kiranyaz, Moncef Gabbouj:
Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions. ICIT 2024: 1-7 - [e7]Jaideep Vaidya, Moncef Gabbouj, Jin Li:
Artificial Intelligence Security and Privacy - First International Conference on Artificial Intelligence Security and Privacy, AIS&P 2023, Guangzhou, China, December 3-5, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14509, Springer 2024, ISBN 978-981-99-9784-8 [contents] - [e6]Jaideep Vaidya, Moncef Gabbouj, Jin Li:
Artificial Intelligence Security and Privacy - First International Conference on Artificial Intelligence Security and Privacy, AIS&P 2023, Guangzhou, China, December 3-5, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14510, Springer 2024, ISBN 978-981-99-9787-9 [contents] - [i145]Mohammad Al Sa'd, Tuomas Jalonen, Serkan Kiranyaz, Moncef Gabbouj:
Quadratic Time-Frequency Analysis of Vibration Signals for Diagnosing Bearing Faults. CoRR abs/2401.01172 (2024) - [i144]Firas Laakom, Yuheng Bu, Moncef Gabbouj:
Class-wise Generalization Error: an Information-Theoretic Analysis. CoRR abs/2401.02904 (2024) - [i143]Ali Falahati, Mohammad Karim Safavi, Ardavan Elahi, Farhad Pakdaman, Moncef Gabbouj:
Efficient Bitrate Ladder Construction using Transfer Learning and Spatio-Temporal Features. CoRR abs/2401.03195 (2024) - [i142]Lei Xu, Mete Ahishali, Moncef Gabbouj:
Dropout Concrete Autoencoder for Band Selection on HSI Scenes. CoRR abs/2401.16522 (2024) - [i141]Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj:
Trustworthiness of X Users: A One-Class Classification Approach. CoRR abs/2402.02066 (2024) - [i140]Lei Xu, Moncef Gabbouj:
Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets. CoRR abs/2402.02245 (2024) - [i139]Farhad Pakdaman, Sanaz Nami, Moncef Gabbouj:
Perceptual Learned Image Compression via End-to-End JND-Based Optimization. CoRR abs/2402.02836 (2024) - [i138]Umut Cem Entok, Firas Laakom, Farhad Pakdaman, Moncef Gabbouj:
Pixel-Wise Color Constancy via Smoothness Techniques in Multi-Illuminant Scenes. CoRR abs/2402.02922 (2024) - [i137]Li Yu, Yanjun Gao, Farhad Pakdaman, Moncef Gabbouj:
Panoramic Image Inpainting With Gated Convolution And Contextual Reconstruction Loss. CoRR abs/2402.02936 (2024) - [i136]Yuxin Xie, Li Yu, Farhad Pakdaman, Moncef Gabbouj:
Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-ONNs. CoRR abs/2402.05582 (2024) - [i135]Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. CoRR abs/2402.06530 (2024) - [i134]Farhad Pakdaman, Moncef Gabbouj:
Channel-wise Feature Decorrelation for Enhanced Learned Image Compression. CoRR abs/2403.10936 (2024) - [i133]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild. CoRR abs/2404.09010 (2024) - [i132]Ozer Can Devecioglu, Serkan Kiranyaz, Zafer Yilmaz, Onur Avci, Moncef Gabbouj, Ertugrul Taciroglu:
High-Quality and Full Bandwidth Seismic Signal Synthesis using Operational GANs. CoRR abs/2407.11040 (2024) - [i131]Muhammad Uzair Zahid, Serkan Kiranyaz, Alper Yildirim, Moncef Gabbouj:
BRSR-OpGAN: Blind Radar Signal Restoration using Operational Generative Adversarial Network. CoRR abs/2407.13949 (2024) - [i130]Yu Xue, Chenchen Zhu, MengChu Zhou, Mohamed Wahib, Moncef Gabbouj:
A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism. CoRR abs/2407.15600 (2024) - 2023
- [j227]Yu Xue, Chenyi Zhang, Ferrante Neri, Moncef Gabbouj, Yong Zhang:
An external attention-based feature ranker for large-scale feature selection. Knowl. Based Syst. 281: 111084 (2023) - [j226]Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj:
Representation based regression for object distance estimation. Neural Networks 158: 15-29 (2023) - [j225]Ilyes Mrad, Ridha Hamila, Aiman Erbad, Moncef Gabbouj:
Joint learning and optimization for Federated Learning in NOMA-based networks. Pervasive Mob. Comput. 89: 101739 (2023) - [j224]Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju:
Graph-embedded subspace support vector data description. Pattern Recognit. 133: 108999 (2023) - [j223]Muhammad Asif Khan, Ridha Hamila, Aiman Erbad, Moncef Gabbouj:
Distributed Inference in Resource-Constrained IoT for Real-Time Video Surveillance. IEEE Syst. J. 17(1): 1512-1523 (2023) - [j222]Li Yu, Junyang Li, Farhad Pakdaman, Miaogen Ling, Moncef Gabbouj:
MAMIQA: No-Reference Image Quality Assessment Based on Multiscale Attention Mechanism With Natural Scene Statistics. IEEE Signal Process. Lett. 30: 588-592 (2023) - [j221]Muhammad Uzair Zahid, Serkan Kiranyaz, Moncef Gabbouj:
Global ECG Classification by Self-Operational Neural Networks With Feature Injection. IEEE Trans. Biomed. Eng. 70(1): 205-215 (2023) - [j220]Feng Zhang, Xiaoyue Jiang, Zhaoqiang Xia, Moncef Gabbouj, Jinye Peng, Xiaoyi Feng:
Non-Local Color Compensation Network for Intrinsic Image Decomposition. IEEE Trans. Circuits Syst. Video Technol. 33(1): 132-145 (2023) - [j219]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) - [j218]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) - [j217]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): 9363-9374 (2023) - [c386]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer. AAAI 2023: 8421-8429 - [c385]Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Moncef Gabbouj:
SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection Using Multi-View Echocardiography. CinC 2023: 1-4 - [c384]Farhad Pakdaman, Moncef Gabbouj:
Comprehensive Complexity Assessment of Emerging Learned Image Compression on CPU and GPU. ICASSP 2023: 1-5 - [c383]Sanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj:
MTJND: Multi-Task Deep Learning Framework for Improved JND Prediction. ICIP 2023: 1245-1249 - [c382]Ardavan Elahi, Ali Falahati, Farhad Pakdaman, Mehdi Modarressi, Moncef Gabbouj:
NCOD: Near-Optimum Video Compression for Object Detection. ISCAS 2023: 1-5 - [c381]Alireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj:
Optimal Tile Size and Streaming Field of View for VR Streaming. MMSP 2023: 1-6 - [c380]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Learning Distinct Features Helps, Provably. ECML/PKDD (2) 2023: 206-222 - [c379]Quoc Minh Nguyen, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis, Moncef Gabbouj:
Cryptocurrency Portfolio Optimization by Neural Networks. SSCI 2023: 25-32 - [c378]Zaffar Zaffar, Fahad Sohrab, Juho Kanniainen, Moncef Gabbouj:
Credit Card Fraud Detection with Subspace Learning-based One-Class Classification. SSCI 2023: 407-412 - [c377]Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj:
One-Class Classification for Intrusion Detection on Vehicular Networks. SSCI 2023: 1176-1182 - [c376]Fahad Sohrab, Firas Laakom, Moncef Gabbouj:
Newton Method-Based Subspace Support Vector Data Description. SSCI 2023: 1372-1379 - [i129]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
WLD-Reg: A Data-dependent Within-layer Diversity Regularizer. CoRR abs/2301.01352 (2023) - [i128]Tuomas Jalonen, Mohammad Al Sa'd, Roope Mellanen, Serkan Kiranyaz, Moncef Gabbouj:
Real-Time Damage Detection in Fiber Lifting Ropes Using Convolutional Neural Networks. CoRR abs/2302.11947 (2023) - [i127]Kang Liao, Lang Nie, Shujuan Huang, Chunyu Lin, Jing Zhang, Yao Zhao, Moncef Gabbouj, Dacheng Tao:
Deep Learning for Camera Calibration and Beyond: A Survey. CoRR abs/2303.10559 (2023) - [i126]Ozer Can Devecioglu, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj:
Improved Active Fire Detection using Operational U-Nets. CoRR abs/2304.09721 (2023) - [i125]Sertac Kilickaya, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj:
Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification. CoRR abs/2304.09730 (2023) - [i124]Adamantios Ntakaris, Moncef Gabbouj, Juho Kanniainen:
Optimum Output Long Short-Term Memory Cell for High-Frequency Trading Forecasting. CoRR abs/2304.09840 (2023) - [i123]Ozer Can Devecioglu, Serkan Kiranyaz, Amer Elhmes, Sadok Sassi, Turker Ince, Onur Avci, Mohammad Hesam Soleimani-Babakamali, Ertugrul Taciroglu, Moncef Gabbouj:
Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring. CoRR abs/2305.07960 (2023) - [i122]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
On Feature Diversity in Energy-based Models. CoRR abs/2306.01489 (2023) - [i121]Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj:
Operational Support Estimator Networks. CoRR abs/2307.06065 (2023) - [i120]Fahad Sohrab, Firas Laakom, Moncef Gabbouj:
Newton Method-based Subspace Support Vector Data Description. CoRR abs/2309.13960 (2023) - [i119]Firas Laakom, Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Convolutional autoencoder-based multimodal one-class classification. CoRR abs/2309.14090 (2023) - [i118]Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj:
One-Class Classification for Intrusion Detection on Vehicular Networks. CoRR abs/2309.14134 (2023) - [i117]Zaffar Zaffar, Fahad Sohrab, Juho Kanniainen, Moncef Gabbouj:
Credit Card Fraud Detection with Subspace Learning-based One-Class Classification. CoRR abs/2309.14880 (2023) - [i116]Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Moncef Gabbouj:
SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection using Multi-View Echocardiography. CoRR abs/2309.15520 (2023) - [i115]Quoc Minh Nguyen, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis, Moncef Gabbouj:
Cryptocurrency Portfolio Optimization by Neural Networks. CoRR abs/2310.01148 (2023) - [i114]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Improving Unimodal Inference with Multimodal Transformers. CoRR abs/2311.10170 (2023) - [i113]Tuomas Jalonen, Mohammad Al Sa'd, Serkan Kiranyaz, Moncef Gabbouj:
Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions. CoRR abs/2311.18547 (2023) - [i112]Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Onur Avci, Moncef Gabbouj:
Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery. CoRR abs/2312.10742 (2023) - 2022
- [j216]Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj:
Graph Embedding With Data Uncertainty. IEEE Access 10: 24232-24239 (2022) - [j215]Dat Thanh Tran, Nikolaos Passalis, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis:
Attention-Based Neural Bag-of-Features Learning for Sequence Data. IEEE Access 10: 45542-45552 (2022) - [j214]Muhammad Asif Khan, Emna Baccour, Zina Chkirbene, Aiman Erbad, Ridha Hamila, Mounir Hamdi, Moncef Gabbouj:
A Survey on Mobile Edge Computing for Video Streaming: Opportunities and Challenges. IEEE Access 10: 120514-120550 (2022) - [j213]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: 105017 (2022) - [j212]Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Remote Multilinear Compressive Learning With Adaptive Compression. IEEE Internet Things J. 9(9): 6905-6913 (2022) - [j211]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Feedforward neural networks initialization based on discriminant learning. Neural Networks 146: 220-229 (2022) - [j210]Mohammad Al Sa'd, Serkan Kiranyaz, Iftikhar Ahmad, Christian Sundell, Matti Vakkuri, Moncef Gabbouj:
A Social Distance Estimation and Crowd Monitoring System for Surveillance Cameras. Sensors 22(2): 418 (2022) - [j209]Li Yu, Wenshuai Chang, Weize Quan, Jimin Xiao, Dong-Ming Yan, Moncef Gabbouj:
Neural texture transfer assisted video coding with adaptive up-sampling. Signal Process. Image Commun. 107: 116754 (2022) - [j208]Muhammad Uzair Zahid, Serkan Kiranyaz, Turker Ince, Ozer Can Devecioglu, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj:
Robust R-Peak Detection in Low-Quality Holter ECGs Using 1D Convolutional Neural Network. IEEE Trans. Biomed. Eng. 69(1): 119-128 (2022) - [j207]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): 1788-1801 (2022) - [j206]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): 3572-3581 (2022) - [j205]Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Saliency-Based Multilabel Linear Discriminant Analysis. IEEE Trans. Cybern. 52(10): 10200-10213 (2022) - [j204]Cheng Yang, Moncef Gabbouj, Minping Jia, Zhinong Li:
Hierarchical Symbol Transition Entropy: A Novel Feature Extractor for Machinery Health Monitoring. IEEE Trans. Ind. Informatics 18(9): 6131-6141 (2022) - [c375]Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CinC 2022: 1-4 - [c374]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Weighted Edit Distance for Country Code Recognition in License Plates. EUSIPCO 2022: 1111-1115 - [c373]Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj:
SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. ICIP 2022: 2296-2300 - [c372]Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray Images. ICIP 2022: 2306-2310 - [c371]Robert Skupin, Yago Sanchez, Cornelius Hellge, Thomas Schierl, Moncef Gabbouj:
Region-Of-Interest Coding Schemes For Http Adaptive Streaming With VVC. ICIP 2022: 3196-3200 - [c370]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-attention fusion for audiovisual emotion recognition with incomplete data. ICPR 2022: 2822-2828 - [c369]Turker Ince, Sertac Kilickaya, Levent Eren, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj:
Improved Domain Adaptation Approach for Bearing Fault Diagnosis. IECON 2022: 1-6 - [c368]Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, O. Green, Alexandros Iosifidis, Erdal Kayacan, Jens Kober, O. Michel, Nikos Nikolaidis, Paraskevi Nousi, Roel Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas:
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. IROS 2022: 12479-12484 - [c367]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-Attention Neural Bag-of-Features. MLSP 2022: 1-6 - [c366]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Efficient CNN with uncorrelated Bag of Features pooling. SSCI 2022: 1082-1087 - [c365]Li Yu, Wenshuai Chang, Qingshan Liu, Moncef Gabbouj:
High-frequency guided CNN for video compression artifacts reduction. VCIP 2022: 1-5 - [d2]Tuomas Jalonen, Firas Laakom, Moncef Gabbouj, Tuomas Puoskari:
Veneer21. IEEE DataPort, 2022
- [i111]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-Attention Neural Bag-of-Features. CoRR abs/2201.11092 (2022) - [i110]Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj:
Self-attention fusion for audiovisual emotion recognition with incomplete data. CoRR abs/2201.11095 (2022) - [i109]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. CoRR abs/2202.00589 (2022) - [i108]Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj:
Reducing Redundancy in the Bottleneck Representation of the Autoencoders. CoRR abs/2202.04629 (2022) - [i107]Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj:
Non-Linear Spectral Dimensionality Reduction Under Uncertainty. CoRR abs/2202.04678 (2022) - [i106]Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj:
SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. CoRR abs/2202.09918 (2022) - [i105]Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj:
OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images. CoRR abs/2202.10185 (2022) - [i104]Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, O. Green, Alexandros Iosifidis, Erdal Kayacan, Jens Kober, O. Michel, Nikolaos Nikolaidis, Paraskevi Nousi, Roel Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas:
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. CoRR abs/2203.00403 (2022) - [i103]Muhammad Uzair Zahid, Serkan Kiranyaz, Moncef Gabbouj:
Global ECG Classification by Self-Operational Neural Networks with Feature Injection. CoRR abs/2204.03768 (2022) - [i102]Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj:
Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CoRR abs/2204.07253 (2022) - [i101]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) - [i100]