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Viewing Publication 1 - 100 from 616

2024

End-to-End Transformer for Compressed Video Quality EnhancementLi Yu 0004, Wenshuai Chang, Shiyu Wu, Moncef Gabbouj. tbc, 70(1):197-207, March 2024. [doi]

Early myocardial infarction detection over multi-view echocardiographyAysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj. bspc, 87(Part B):105448, January 2024. [doi]

Trustworthiness of $\mathbb {X}$ Users: A One-Class Classification ApproachTanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj. aina 2024: 331-343 [doi]

Super NeuronsSerkan Kiranyaz, Junaid Malik, Mehmet Yamac, Mert Duman, Ilke Adalioglu, Esin Guldogan, Turker Ince, Moncef Gabbouj. tetci, 8(1):206-228, February 2024. [doi]

On Automatic Person-in-Water Detection for Marine Search and Rescue OperationsJussi Taipalmaa, Jenni Raitoharju, Jorge Peña Queralta, Tomi Westerlund, Moncef Gabbouj. access, 12:52428-52438, 2024. [doi]

Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-ResolutionAlexander Ulrichsen, Paul Murray, Stephen Marshall, Moncef Gabbouj, Serkan Kiranyaz, Mehmet Yamaç, Nour Aburaed. staeors, 17:1470-1484, 2024. [doi]

Multichannel Fault Diagnosis of Planetary Gearbox via Difference-Average Symbol Transition Entropy and Twin Support Higher-Order Tensor MachineCheng Yang, Qingbo He, Zhinong Li, Minping Jia, Moncef Gabbouj, Zhike Peng. tim, 73:1-10, 2024. [doi]

2023

Distributed Inference in Resource-Constrained IoT for Real-Time Video SurveillanceMuhammad Asif Khan 0001, Ridha Hamila, Aiman Erbad, Moncef Gabbouj. sj, 17(1):1512-1523, March 2023. [doi]

MAMIQA: No-Reference Image Quality Assessment Based on Multiscale Attention Mechanism With Natural Scene StatisticsLi Yu 0004, Junyang Li, Farhad Pakdaman, Miaogen Ling, Moncef Gabbouj. spl, 30:588-592, 2023. [doi]

Representation based regression for object distance estimationMete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj. NN, 158:15-29, January 2023. [doi]

NCOD: Near-Optimum Video Compression for Object DetectionArdavan Elahi, Ali Falahati, Farhad Pakdaman, Mehdi Modarressi, Moncef Gabbouj. iscas 2023: 1-5 [doi]

Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural NetworksMoncef Gabbouj, Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad E. H. Chowdhury, Amith Khandakar, Anas Tahir. tnn, 34(11):9363-9374, November 2023. [doi]

WLD-Reg: A Data-Dependent Within-Layer Diversity RegularizerFiras Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj. AAAI 2023: 8421-8429 [doi]

Learning Distinct Features Helps, ProvablyFiras Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj. pkdd 2023: 206-222 [doi]

Joint learning and optimization for Federated Learning in NOMA-based networksIlyes Mrad, Ridha Hamila, Aiman Erbad, Moncef Gabbouj. percom, 89:101739, February 2023. [doi]

MTJND: Multi-Task Deep Learning Framework for Improved JND PredictionSanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj. icip 2023: 1245-1249 [doi]

Comprehensive Complexity Assessment of Emerging Learned Image Compression on CPU and GPUFarhad Pakdaman, Moncef Gabbouj. icassp 2023: 1-5 [doi]

Graph-embedded subspace support vector data descriptionFahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju. PR, 133:108999, 2023. [doi]

An external attention-based feature ranker for large-scale feature selectionYu Xue, Chenyi Zhang, Ferrante Neri, Moncef Gabbouj, Yong Zhang. kbs, 281:111084, December 2023. [doi]

Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing OperationMehmet Yamaç, Ugur Akpinar, Erdem Sahin, Serkan Kiranyaz, Moncef Gabbouj. TIP, 32:5637-5651, 2023. [doi]

Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive SensingMehmet Yamaç, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj. tnn, 34(1):290-304, 2023. [doi]

Global ECG Classification by Self-Operational Neural Networks With Feature InjectionMuhammad Uzair Zahid, Serkan Kiranyaz, Moncef Gabbouj. tbe, 70(1):205-215, 2023. [doi]

Optimal Tile Size and Streaming Field of View for VR StreamingAlireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj. mmsp 2023: 1-6 [doi]

Non-Local Color Compensation Network for Intrinsic Image DecompositionFeng Zhang, Xiaoyue Jiang, Zhaoqiang Xia, Moncef Gabbouj, Jinye Peng, Xiaoyi Feng. tcsv, 33(1):132-145, 2023. [doi]

2022

Neural texture transfer assisted video coding with adaptive up-samplingLi Yu 0004, Wenshuai Chang, Weize Quan, Jimin Xiao, Dong-Ming Yan 0001, Moncef Gabbouj. spic, 107:116754, 2022. [doi]

Saliency-Based Multilabel Linear Discriminant AnalysisLei Xu 0036, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj. tcyb, 52(10):10200-10213, 2022. [doi]

SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band SelectionMete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad 0001, Moncef Gabbouj. icip 2022: 2296-2300 [doi]

A Social Distance Estimation and Crowd Monitoring System for Surveillance CamerasMohamed Fathi Al-Sa'D, Serkan Kiranyaz, Iftikhar Ahmad 0001, Christian Sundell, Matti Vakkuri, Moncef Gabbouj. sensors, 22(2):418, 2022. [doi]

Feedforward neural networks initialization based on discriminant learningKateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj. NN, 146:220-229, 2022. [doi]

Weighted Edit Distance for Country Code Recognition in License PlatesKateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj. eusipco 2022: 1111-1115 [doi]

Self-Attention Neural Bag-of-FeaturesKateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj. mlsp 2022: 1-6 [doi]

Self-attention fusion for audiovisual emotion recognition with incomplete dataKateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj. icpr 2022: 2822-2828 [doi]

Early Myocardial Infarction Detection with One-Class Classification over Multi-view EchocardiographyAysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj. cinc 2022: 1-4 [doi]

Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray ImagesAysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj. icip 2022: 2306-2310 [doi]

Improved Domain Adaptation Approach for Bearing Fault DiagnosisTurker Ince, Sertac Kilickaya, Levent Eren, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj. iecon 2022: 1-6 [doi]

A Survey on Mobile Edge Computing for Video Streaming: Opportunities and ChallengesMuhammad Asif Khan, Emna Baccour, Zina Chkirbene, Aiman Erbad, Ridha Hamila, Mounir Hamdi, Moncef Gabbouj. access, 10:120514-120550, 2022. [doi]

Blind ECG Restoration by Operational Cycle-GANsSerkan Kiranyaz, Ozer Can Devecioglu, Turker Ince, Junaid Malik, Muhammad Enamul Hoque Chowdhury, Tahir Hamid, Rashid Mazhar, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Moncef Gabbouj. tbe, 69(12):3572-3581, 2022. [doi]

Graph Embedding With Data UncertaintyFiras Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj. access, 10:24232-24239, 2022. [doi]

Efficient CNN with uncorrelated Bag of Features poolingFiras Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj. ssci 2022: 1082-1087 [doi]

Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural NetworksJunaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj. tbe, 69(5):1788-1801, 2022. [doi]

3D Quantum Cuts for automatic segmentation of porous media in tomography imagesJunaid Malik, Serkan Kiranyaz, Riyadh Al-Raoush, Olivier Monga, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj, Philippe C. Baveye. gandc, 159:105017, 2022. [doi]

Region-Of-Interest Coding Schemes For Http Adaptive Streaming With VVCRobert Skupin, Yago Sanchez, Cornelius Hellge, Thomas Schierl, Moncef Gabbouj. icip 2022: 3196-3200 [doi]

Attention-Based Neural Bag-of-Features Learning for Sequence DataDat Thanh Tran, Nikolaos Passalis, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis. access, 10:45542-45552, 2022. [doi]

Remote Multilinear Compressive Learning With Adaptive CompressionDat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis. iotj, 9(9):6905-6913, 2022. [doi]

Hierarchical Symbol Transition Entropy: A Novel Feature Extractor for Machinery Health MonitoringCheng Yang, Moncef Gabbouj, Minping Jia, Zhinong Li. tii, 18(9):6131-6141, 2022. [doi]

High-frequency guided CNN for video compression artifacts reductionLi Yu, Wenshuai Chang, Qingshan Liu, Moncef Gabbouj. vcip 2022: 1-5 [doi]

Robust R-Peak Detection in Low-Quality Holter ECGs Using 1D Convolutional Neural NetworkMuhammad Uzair Zahid, Serkan Kiranyaz, Turker Ince, Ozer Can Devecioglu, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj. tbe, 69(1):119-128, 2022. [doi]

2021

Mind The Structure: Adopting Structural Information For Deep Neural Network CompressionHomayun Afrabandpey, Anton Muravev, Hamed R. Tavakoli, Honglei Zhang, Francesco Cricri, Moncef Gabbouj, Emre Aksu. icip 2021: 3532-3536 [doi]

Advance Warning Methodologies for COVID-19 Using Chest X-Ray ImagesMete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj. access, 9:41052-41065, 2021. [doi]

Design of an Optimal Piece-Wise Spline Wigner-Ville Distribution for TFD Performance Evaluation and ComparisonMohamed Fathi Al-Sa'D, Boualem Boashash, Moncef Gabbouj. tsp, 69:3963-3976, 2021. [doi]

Deep Multi-View Learning to RankGuanqun Cao, Alexandros Iosifidis, Moncef Gabbouj, Vijay Raghavan 0001, Raju Gottumukkala. tkde, 33(4):1426-1438, 2021. [doi]

Speed-up and multi-view extensions to subclass discriminant analysisKateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj. PR, 111:107660, 2021. [doi]

Ensembling Object Detectors for Image and Video Data AnalysisKateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj. icassp 2021: 1515-1519 [doi]

COVID-19 infection map generation and detection from chest X-ray imagesAysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj. hisas, 9(1):15, 2021. [doi]

Early Detection of Myocardial Infarction in Low-Quality EchocardiographyAysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj. access, 9:34442-34453, 2021. [doi]

Reliable Covid-19 Detection using Chest X-Ray ImagesAysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj. icip 2021: 185-189 [doi]

Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNsOzer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj. access, 9:140031-140041, 2021. [doi]

Color Constancy Model Optimization with Small Dataset via Pruning of CNN FiltersSahar Husseini, Pouria Babahajiani, Moncef Gabbouj. euvip 2021: 1-6 [doi]

Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural NetworksTurker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj. access, 9:139260-139270, 2021. [doi]

Visual Product Tracking System Using Siamese Neural NetworksTuomas Jalonen, Firas Laakom, Moncef Gabbouj, Tuomas Puoskari. access, 9:76796-76805, 2021. [doi]

Exploiting heterogeneity in operational neural networks by synaptic plasticitySerkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj. nca, 33(13):7997-8015, 2021. [doi]

Self-organized Operational Neural Networks with Generative NeuronsSerkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj. NN, 140:294-308, 2021. [doi]

INTEL-TAU: A Color Constancy DatasetFiras Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj. access, 9:39560-39567, 2021. [doi]

Robust channel-wise illumination estimationFiras Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj. bmvc 2021: 104 [doi]

Learning to ignore: rethinking attention in CNNsFiras Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj. bmvc 2021: 216 [doi]

Monte Carlo Dropout Ensembles for Robust Illumination EstimationFiras Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj. ijcnn 2021: 1-7 [doi]

CasQNet: Intrinsic Image Decomposition Based on Cascaded Quotient NetworkYupeng Ma, Xiaoyue Jiang, Zhaoqiang Xia, Moncef Gabbouj, Xiaoyi Feng. tcsv, 31(7):2661-2674, 2021. [doi]

Self-organized operational neural networks for severe image restoration problemsJunaid Malik, Serkan Kiranyaz, Moncef Gabbouj. NN, 135:201-211, 2021. [doi]

Bm3d Vs 2-Layer OnnJunaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj. icip 2021: 1994-1998 [doi]

Neural Architecture Search by Estimation of Network Structure DistributionsAnton Muravev, Jenni Raitoharju, Moncef Gabbouj. access, 9:15304-15319, 2021. [doi]

SVM based approach for complexity control of HEVC intra codingFarhad Pakdaman, Li Yu, Mahmoud Reza Hashemi, Mohammad Ghanbari 0001, Moncef Gabbouj. spic, 93:116177, 2021. [doi]

Forecasting Financial Time Series Using Robust Deep Adaptive Input NormalizationNikolaos Passalis, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis, Anastasios Tefas. vlsisp, 93(10):1235-1251, 2021. [doi]

Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded DevicesNikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas. tnn, 32(2):925-930, 2021. [doi]

Multimodal subspace support vector data descriptionFahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj. PR, 110:107648, 2021. [doi]

Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational LayerMohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj. ijcnn 2021: 1-6 [doi]

Multilinear Compressive LearningDat Thanh Tran, Mehmet Yamaç, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis. tnn, 32(4):1512-1524, 2021. [doi]

Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray ImagesMehmet Yamaç, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj. tnn, 32(5):1810-1820, 2021. [doi]

Multi-Level Reversible Data Anonymization via Compressive Sensing and Data HidingMehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj. tifs, 16:1014-1028, 2021. [doi]

AnomalyHop: An SSL-based Image Anomaly Localization MethodKaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C. C. Jay Kuo. vcip 2021: 1-5 [doi]

2020

Real-time throughput prediction for cognitive Wi-Fi networksMuhammad Asif Khan, Ridha Hamila, Nasser Ahmed Al-Emadi, Serkan Kiranyaz, Moncef Gabbouj. jnca, 150, 2020. [doi]

Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural NetworksSerkan Kiranyaz, Morteza Zabihi, Ali Bahrami Rad, Turker Ince, Ridha Hamila, Moncef Gabbouj. ijon, 411:291-301, 2020. [doi]

Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction DetectionSerkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj. access, 8:210301-210317, 2020. [doi]

Operational neural networksSerkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj. nca, 32(11):6645-6668, 2020. [doi]

Recurrent bag-of-features for visual information analysisMarios Krestenitis, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas. PR, 106:107380, 2020. [doi]

Bag of Color Features for Color ConstancyFiras Laakom, Nikolaos Passalis, Jenni Raitoharju, Jarno Nikkanen, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj. TIP, 29:7722-7734, 2020. [doi]

Probabilistic Color ConstancyFiras Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj. icip 2020: 978-982 [doi]

Efficient adaptive inference for deep convolutional neural networks using hierarchical early exitsNikolaos Passalis, Jenni Raitoharju, Anastasios Tefas, Moncef Gabbouj. PR, 105:107346, 2020. [doi]

Temporal logistic neural Bag-of-Features for financial time series forecasting leveraging limit order book dataNikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis. prl, 136:183-189, 2020. [doi]

Variance-preserving deep metric learning for content-based image retrievalNikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas. prl, 131:8-14, 2020. [doi]

Deep Adaptive Input Normalization for Time Series ForecastingNikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis. tnn, 31(9):3760-3765, 2020. [doi]

Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book DataNikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis. tetci, 4(6):774-785, 2020. [doi]

Robust Hypersphere-based Weight Imprinting for Few-Shot LearningNikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas. eusipco 2020: 1392-1396 [doi]

Efficient Adaptive Inference Leveraging Bag-of-Features-based Early ExitsNikolaos Passalis, Jenni Raitoharju, Moncef Gabbouj, Anastasios Tefas. mmsp 2020: 1-6 [doi]

Ellipsoidal Subspace Support Vector Data DescriptionFahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj. access, 8:122013-122025, 2020. [doi]

Progressive Operational Perceptrons with MemoryDat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis. ijon, 379:172-181, 2020. [doi]

Heterogeneous Multilayer Generalized Operational PerceptronDat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis. tnn, 31(3):710-724, 2020. [doi]

Using Deep Learning for price prediction by exploiting stationary limit order book featuresAvraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis. asc, 93:106401, 2020. [doi]

Patient-Specific Seizure Detection Using Nonlinear Dynamics and NullclinesMorteza Zabihi, Serkan Kiranyaz, Ville Jäntti, Tarmo Lipping, Moncef Gabbouj. titb, 24(2):543-555, 2020. [doi]

Human experts vs. machines in taxa recognitionJohanna Ärje, Jenni Raitoharju, Alexandros Iosifidis, Ville Tirronen, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Salme Kärkkäinen. spic, 87:115917, 2020. [doi]

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