Moncef Gabbouj

University of Tampere

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Articles (30)

Collaborators (11)

Mark van Gils

University of Tampere

Shervin Shirmohammadi

Full Professor

University of Ottawa

Lei Xu

Tampere University

Onur Avci

Assistant Professor

West Virginia University

UNITED STATES

Jussi Aleksi Hernesniemi

University of Tampere

Mehmet Yamac

University of Tampere

Hafiz Muhammad Junaid Malik

University of Tampere

Mete Ahishali

University of Tampere

Ilke Adalioglu

Tampere University

Jenni Raitoharju

Assistant Professor

University of Jyväskylä

Fahad Sohrab

University of Tampere

Moncef Gabbouj

Research Interests

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Articles (30)

BRSR-OpGAN: Blind radar signal restoration using operational generative adversarial network

YOLO-DKR: Differentiable architecture search based on kernel reusing for object detection

A Survey on Securing Image-Centric Edge Intelligence

Introduction to the Special Issue on AI Empowered Edge Computing for Multimedia Applications

High-Frequency Enhanced Hybrid Neural Representation for video compression

Point cloud upsampling via implicit shape priors discovery and refinement

Randomized PCA forest for approximate k-nearest neighbor search

Real-Time Damage Detection in Fiber Lifting Ropes Using Lightweight Convolutional Neural Networks

Deep-BrownConrady: Prediction of Camera Calibration and Distortion Parameters Using Deep Learning and Synthetic Data

Double Layer Robust 2DPCA: Joint Flexible Cut Norm and Adaptive Weighted Learning for Small Sample Size Image Recognition

Malware Detection With Subspace Learning-Based One-Class Classification

R2C-GAN: Restore-to-Classify Generative Adversarial Networks for blind X-ray restoration and COVID-19 classification

Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery

Zero-shot motor health monitoring by blind domain transition

Reducing redundancy in the bottleneck representation of autoencoders

Super Neurons

Early myocardial infarction detection over multi-view echocardiography

Channel-Wise Feature Decorrelation for Enhanced Learned Image Compression

End-to-End Transformer for Compressed Video Quality Enhancement

Lightweight Multitask Learning for Robust JND Prediction using Latent Space and Reconstructed Frames

Graph-embedded subspace support vector data description

Transformers for cardiac patient mortality risk prediction from heterogeneous electronic health records

Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing

Distributed Inference in Resource-Constrained IoT for Real-Time Video Surveillance

Joint learning and optimization for Federated Learning in NOMA-based networks

Global ECG Classification by Self-Operational Neural Networks With Feature Injection

Non-Local Color Compensation Network for Intrinsic Image Decomposition

Representation based regression for object distance estimation

MAMIQA: No-Reference Image Quality Assessment Based on Multiscale Attention Mechanism With Natural Scene Statistics

Saliency-Based Multilabel Linear Discriminant Analysis

Collaborators (11)

Mark van Gils

Shervin Shirmohammadi

Lei Xu

Onur Avci

Jussi Aleksi Hernesniemi

Mehmet Yamac

Hafiz Muhammad Junaid Malik

Mete Ahishali

Ilke Adalioglu

Jenni Raitoharju

Fahad Sohrab

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