Moncef Gabbouj

RIKEN Center for Computational Science — Japan

Computer Science · Physical Sciences

68h-index29.3kcitations1.1kworks2.32yr avg
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Research Topics

Video Coding and Compression Technologies(178), Image and Signal Denoising Methods(153), Advanced Vision and Imaging(134), Advanced Image and Video Retrieval Techniques(129), Image Retrieval and Classification Techniques(117)

Publications1.1k total

A Pairwise Comparison Relation-Assisted Multiobjective Evolutionary Neural Architecture Search Method With Multipopulation Mechanism
IEEE Transactions on Systems Man and Cybernetics Systems·2026· 1 citedOpen Access
A multimodal stress detection dataset with facial expressions and physiological signals
Scientific Data·2025· 1 citedOpen Access
Degradation-Aware Hierarchical Termination for Blind Quality Enhancement of Compressed Video
arXiv (Cornell University)·2025Open Access
Hierarchical Transformer for Panoramic Image Inpainting with Comprehensive Attention Module
Lecture notes in computer science·2025
DRACO: Data Replication and Collection Framework for Enhanced Data Availability and Robustness in IoT Networks
arXiv (Cornell University)·2025Open Access
FANeRV: frequency separation and augmentation based neural representation for video
Expert Systems with Applications·2025· 1 cited
Optimizing the Output of Long Short-Term Memory Cell for High-Frequency Forecasting in Financial Markets
IEEE Transactions on Neural Networks and Learning Systems·2025Open Access
Double Layer Robust 2DPCA: Joint Flexible Cut Norm and Adaptive Weighted Learning for Small Sample Size Image Recognition
IEEE Transactions on Consumer Electronics·2025
Randomized PCA Forest for Outlier Detection
arXiv (Cornell University)·2025Open Access
EmpathicSchool: A multimodal dataset for real-time facial expressions and physiological data analysis under different stress conditions
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data
arXiv (Cornell University)·2025Open Access
Crucial-Diff: A Unified Diffusion Model for Crucial Image and Annotation Synthesis in Data-scarce Scenarios
arXiv (Cornell University)·2025Open Access
Expert Operational GANS: Towards Real-Color Underwater Image Restoration
arXiv (Cornell University)·2025Open Access
BRSR-OpGAN: Blind radar signal restoration using operational generative adversarial network
Neural Networks·2025· 1 citedOpen Access
Multi-Scale Tensorial Summation and Dimensional Reduction Guided Neural Network for Edge Detection
arXiv (Cornell University)·2025Open Access
High-Frequency Enhanced Hybrid Neural Representation for video compression
Expert Systems with Applications·2025· 2 cited
Progressive Transfer Learning for Multi-Pass Fundus Image Restoration
arXiv (Cornell University)·2025Open Access
Point cloud upsampling via implicit shape priors discovery and refinement
Displays·2025· 1 cited
FANeRV: Frequency Separation and Augmentation based Neural Representation for Video
arXiv (Cornell University)·2025Open Access
YOLO-DKR: Differentiable architecture search based on kernel reusing for object detection
Information Sciences·2025· 9 cited
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Frequent Co-authors

Serkan Kıranyaz(22), Türker İnce(15), Alexandros Iosifidis(7), Onur Avcı(6), Osama Abdeljaber(6), Miska M. Hannuksela(6), Daniel J. Inman(4), Y. Neuvo(4), Anastasios Tefas(3), Juho Kanniainen(3), Morteza Zabihi(3), Ali Bahrami Rad(3), Aggelos K. Katsaggelos(3), Lin Yin(2), Ruikang Yang(2), Kaveh Samiee(2), Péter Kovács(2), Avraam Tsantekidis(2), Nikolaos Passalis(2), Ye-Kui Wang(2)