Search filters

List of works by Moncef Gabbouj

1D convolutional neural networks and applications: A survey

scholarly article by Serkan Kiranyaz et al published April 2021 in Mechanical Systems and Signal Processing

A Data Set for Camera-Independent Color Constancy

scientific article published on 17 October 2017

A Low-Complexity Bit-Plane Entropy Coding and Rate Control for 3-D DWT Based Video Coding

scientific article published in December 2013

A Low-Complexity Joint Source-Channel Videocoding for 3-D DWT Codec

scientific article published in 2013

A generic and robust system for automated patient-specific classification of ECG signals.

scientific article published on 6 February 2009

A generic shape/texture descriptor over multiscale edge field: 2-D walking ant histogram.

scientific article

A personalized classification system for Holter registers

scientific article published on 01 January 2009

A real-time simulcast multi-view wavelet video coding based on skipping of spatial subbands

scientific article published in September 2013

Adaptive Inference Using Hierarchical Convolutional Bag-of-Features for Low-Power Embedded Platforms

scientific article published in September 2019

Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images

scholarly article by Serkan Kiranyaz published in 2021

An Efficient Adaptive Binary Arithmetic Coder With Low Memory Requirement

scientific article published in December 2013

An Ordinal Co-occurrence Matrix Framework for Texture Retrieval

An efficient multiplication-free and look-up table-free adaptive binary arithmetic coder

scientific article published in September 2012

An evolutionary feature synthesis approach for content-based audio retrieval

Analysis of High-Dimensional Phase Space via Poincaré Section for Patient-Specific Seizure Detection

scientific article published on 18 December 2015

Automated patient-specific classification of premature ventricular contractions

scientific article published in January 2008

Automatic image‐based identification and biomass estimation of invertebrates

scientific article

Automatic object extraction over multiscale edge field for multimedia retrieval.

scientific article published in December 2006

Bag of Color Features for Color Constancy

scientific article published in 2020

Benchmark database for fine-grained image classification of benthic macroinvertebrates

scientific article

COVID-19 infection map generation and detection from chest X-ray images

scholarly article by Serkan Kiranyaz published in 2021

Class-Specific Kernel Discriminant Analysis Revisited: Further Analysis and Extensions

scientific article published on 13 October 2016

Classification and retrieval on macroinvertebrate image databases.

scientific article published on 23 May 2011

Classification of holter registers by dynamic clustering using multi-dimensional particle swarm optimization.

scientific article published in January 2010

Classification of polarimetric SAR images using compact convolutional neural networks

scholarly article by Mete Ahishali et al published 22 December 2020 in GIScience & remote sensing

Client-Driven Joint Cache Management and Rate Adaptation for Dynamic Adaptive Streaming over HTTP

Collaborative Multi-Robot Search and Rescue: Planning, Coordination, Perception, and Active Vision

scientific article

Collective Network of Binary Classifier Framework for Polarimetric SAR Image Classification: An Evolutionary Approach

scientific article published on 22 March 2012

Collective network of evolutionary binary classifiers for content-based image retrieval

scientific article published in April 2011

Color Constancy Convolutional Autoencoder

scientific article published in December 2019

Color Constancy Model Optimization with Small Dataset via Pruning of CNN Filters

scholarly article published 23 June 2021

Comparison of HEVC-based OMAF-compliant 6K effective packings for viewport-dependent 360-degree video streaming

scientific article

Convolutional Neural Networks for patient-specific ECG classification

scientific article published on August 2015

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

scholarly article by Mehmet Yamac et al published 2021 in IEEE Transactions on Neural Networks and Learning Systems

Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images

scholarly article by Serkan Kiranyaz published in 2021

Cross-Layer Optimization of DVB-T2 System for Mobile Services

Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates

scientific article published in December 2016

Deep Adaptive Input Normalization for Time Series Forecasting

scientific article published on 18 December 2019

Design of an Optimal Piece-Wise Spline Wigner-Ville Distribution for TFD Performance Evaluation and Comparison

scientific article

Detection and removal of video defects using rational-based techniques

Dynamic and scalable audio classification by collective network of binary classifiers framework: an evolutionary approach.

scientific article published on 21 July 2012

Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks

scientific article

Early Detection of Myocardial Infarction in Low-Quality Echocardiography

scientific article

Efficient Adaptive Inference Leveraging Bag-of-Features-based Early Exits

scientific article published on 21 September 2020

Efficient adaptive inference for deep convolutional neural networks using hierarchical early exits

scholarly article by Nikolaos Passalis et al published September 2020 in Pattern Recognition

Ellipsoidal Subspace Support Vector Data Description

scientific article published in 2020

Enhanced hierarchical symbolic dynamic entropy and maximum mean and covariance discrepancy-based transfer joint matching with Welsh loss for intelligent cross-domain bearing health monitoring

scientific article

Ensembling Object Detectors for Image and Video Data Analysis

scientific article

Epileptic seizure classification of EEG time-series using rational discrete short-time fourier transform

scientific article published on 24 September 2014

Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates

scientific article

Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis

scientific article published in December 2010

Evolutionary artificial neural networks by multi-dimensional particle swarm optimization.

scientific article published on 6 June 2009

Evolutionary feature synthesis by multi-dimensional particle swarm optimization

scientific article published in December 2014

Evolutionary feature synthesis for content-based audio retrieval

scientific article published in February 2013

Exploiting heterogeneity in operational neural networks by synaptic plasticity

scientific article

Facial expression based satisfaction index for empathic buildings

scientific article published on 10 September 2020

Feature synthesis for image classification and retrieval via one-against-all perceptrons

scientific article published on 29 July 2016

Feedforward neural networks initialization based on discriminant learning

scientific article

Forecasting Financial Time Series Using Robust Deep Adaptive Input Normalization

scientific article

Fractional particle swarm optimization in multidimensional search space.

scientific article published on 4 August 2009

Generalized Hampel Filters

Generalized Multi-View Embedding for Visual Recognition and Cross-Modal Retrieval.

scientific article published on 6 September 2017

Graph Embedding With Data Uncertainty

scientific article published in 2022

Graph-embedded subspace support vector data description

scientific article published in 2023

Heterogeneous Multilayer Generalized Operational Perceptron

scientific article published on 31 May 2019

High-Resolution Water Segmentation for Autonomous Unmanned Surface Vehicles: a Novel Dataset and Evaluation

scientific article published in October 2019

Human Action Recognition Using Recurrent Bag-of-Features Pooling

scientific article

Human experts vs. machines in taxa recognition

scientific article

Hybrid Modeling of Intra-DCT Coefficients for Real-Time Video Encoding

Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices

scientific article published on 03 April 2020

INTEL-TAU: A Color Constancy Dataset

article by Firas Laakom et al published 2021 in IEEE Access

Implementing Statistical Multiplexing in DVB-H

Improving efficiency in convolutional neural networks with multilinear filters

scientific article published on 07 June 2018

Incremental Fast Subclass Discriminant Analysis

scientific article published in October 2020

Incremental evolution of collective network of binary classifier for content-based image classification and retrieval

scientific article published in April 2011

Joint Video Stitching and Stabilization from Moving Cameras

scientific article published on 8 September 2016

Keynote speech

LDPC FEC Code Extension for Unequal Error Protection in DVB-T2 System: Design and Evaluation

article

Limited random walk algorithm for big graph data clustering

Mid-price prediction based on machine learning methods with technical and quantitative indicators

scientific article published on 12 June 2020

Mind The Structure: Adopting Structural Information For Deep Neural Network Compression

scientific article

Modeling the timing of cuts in automatic editing of concert videos

Monte Carlo Dropout Ensembles for Robust Illumination Estimation

scientific article

Multi-Level Reversible Data Anonymization via Compressive Sensing and Data Hiding

scientific article

Multi-dimensional particle swarm optimization for dynamic environments

scientific article published in December 2008

Multi-dimensional particle swarm optimization in dynamic environments

scientific article published in March 2011

Multilinear Compressive Learning

scientific article published on 17 April 2020

Multimodal Semantics Extraction from User-Generated Videos

Multimodal subspace support vector data description

scientific article

Multiview-video-plus-depth coding based on the advanced video coding standard.

scientific article published on 18 June 2013

Network of evolutionary binary classifiers for classification and retrieval in macroinvertebrate databases

scientific article published in September 2010

Neural Architecture Search by Estimation of Network Structure Distributions

article by Anton Muravev et al published 2021 in IEEE Access

Not all domains are equally complex: Adaptive Multi-Domain Learning

scientific article published on 10 January 2021

On the Layer Selection in Small-Scale Deep Networks

scientific article published in November 2018

One-Dimensional Convolutional Neural Networks for Real-Time Damage Detection of Rotating Machinery

scientific article

Outlier edge detection using random graph generation models and applications

Parralelization of non-linear & non-Gaussian Bayesian state estimators (Particle filters)

Particle swarm clustering fitness evaluation with computational centroids

scientific article published in June 2017

Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines

scientific article published on 27 March 2019

Perceptual Dominant Color Extraction by Multidimensional Particle Swarm Optimization

Personalized Monitoring and Advance Warning System for Cardiac Arrhythmias

scientific article published on 24 August 2017

Personalized long-term ECG classification: A systematic approach

scientific article published in April 2011

Probabilistic Color Constancy

scientific article published in October 2020

Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs

scientific article

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

scientific article published on 14 August 2015

Recurrent bag-of-features for visual information analysis

scientific article

Remote Multilinear Compressive Learning with Adaptive Compression

scientific article

Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing

scientific article published in September 2019

Robust Fast Subclass Discriminant Analysis

scientific article

Robust Hypersphere-based Weight Imprinting for Few-Shot Learning

scientific article

Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network

scholarly article by Muhammad Uzair Zahid et al published 2021 in IEEE Transactions on Biomedical Engineering

Robust vehicle-to-infrastructure video transmission for road surveillance applications

scientific article published in 2014

SVM based approach for complexity control of HEVC intra coding

scientific article

Saliency-Based Multilabel Linear Discriminant Analysis

scientific article

Self-organized Operational Neural Networks with Generative Neurons

scientific article

Self-organized operational neural networks for severe image restoration problems

scientific article published on 23 December 2020

Sparse/DCT (S/DCT) two-layered representation of prediction residuals for video coding.

scientific article published on 4 April 2013

Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer

scholarly article published 18 July 2021

Speed-up and multi-view extensions to subclass discriminant analysis

scientific article

Statistical Time-Frequency Multiplexing of HD Video Traffic in DVB-T2

article published in 2009

Subjective quality assessment of asymmetric stereoscopic 3D video

scholarly article by Payman Aflaki et al published 16 March 2013 in Signal, image and video processing

Subspace Support Vector Data Description

scientific article published in August 2018

Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis

scientific article published on 28 September 2018

Temporal logistic neural Bag-of-Features for financial time series forecasting leveraging limit order book data

scientific article

The Emerging MVC Standard for 3D Video Services

article by Ying Chen et al published 25 March 2008 in EURASIP Journal on Advances in Signal Processing

The effect of automated taxa identification errors on biological indices

scientific article published in April 2017

Towards Active Vision with UAVs in Marine Search and Rescue: Analyzing Human Detection at Variable Altitudes

scientific article published on 4 November 2020

Training Radial Basis Function Neural Networks for Classification via Class-Specific Clustering

scientific article published on 23 November 2015

Tut MUVIS image retrieval system proposal for MSR-Bing challenge 2014

scientific article published in July 2014

Unsupervised Facial Image De-occlusion with Optimized Deep Generative Models

scientific article published in November 2018

Urban 3D segmentation and modelling from street view images and LiDAR point clouds

Using Deep Learning for price prediction by exploiting stationary limit order book features

scholarly article by Avraam Tsantekidis et al published August 2020 in Applied Soft Computing

Video Ladder Networks ⬇️

scientific article published on 30 December 2016

Video transmission over IEEE 802.11p: Real-world measurements

scientific article published in June 2013

Visual Product Tracking System Using Siamese Neural Networks

scientific article

Paulina is supported by:

About Paulina

Help