M. Gabbouj

发表

Nonlinear filter design: methodologies and challenges

S. Peltonen, M. Gabbouj, J. Astola, 2001, ISPA 2001. Proceedings of the 2nd International Symposium on Image and Signal Processing and Analysis. In conjunction with 23rd International Conference on Information Technology Interfaces (IEEE Cat..

Perceptual quality assessment based on visual attention analysis

Miska M. Hannuksela, Moncef Gabbouj, Andrew Perkis, 2009, ACM Multimedia.

Personalized long-term ECG classification: A systematic approach

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2011, Expert Syst. Appl..

Supervised model training for overlapping sound events based on unsupervised source separation

Moncef Gabbouj, Tuomas Virtanen, Annamaria Mesaros, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Perceptual color descriptor based on spatial distribution: A top-down approach

Moncef Gabbouj, Serkan Kiranyaz, Murat Birinci, 2010, Image Vis. Comput..

Heterogeneous Multilayer Generalized Operational Perceptron

Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2013, Adaptation, learning, and optimization.

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

Martti Juhola, Moncef Gabbouj, Jenni Raitoharju, 2014, Ecol. Informatics.

Tensor representation in high-frequency financial data for price change prediction

Alexandros Iosifidis, Moncef Gabbouj, Juho Kanniainen, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Evolutionary Multi-dimensional Particle Swarm Optimization in Dynamic Environments

M. Gabbouj, S. Kiranyaz, Jenni Raitoharju, 2009 .

Classification and retrieval on macroinvertebrate image databases

Martti Juhola, Moncef Gabbouj, Serkan Kiranyaz, 2011, Comput. Biol. Medicine.

Heart sound anomaly and quality detection using ensemble of neural networks without segmentation

Aggelos K. Katsaggelos, Moncef Gabbouj, Serkan Kiranyaz, 2016, 2016 Computing in Cardiology Conference (CinC).

Fractional Particle Swarm Optimization in Multidimensional Search Space

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2010, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Real-Time Fault Detection and Identification for MMC Using 1-D Convolutional Neural Networks

Moncef Gabbouj, Serkan Kiranyaz, Lazhar Ben-Brahim, 2019, IEEE Transactions on Industrial Electronics.

A unified design method for rank order, stack, and generalized stack filters based on classical Bayes decision

M. Gabbouj, Y. Neuvo, B. Zeng, 1991 .

Circuits and Systems Exposition Weighted Median Filters : A Tutorial

Moncef Gabbouj, Lin Yin, Ruikang Yang, 2004 .

Order Statistic-Based Nonlinear Filters: Stack Filters and Weighted Median Filters

Ji-Sang Yoo, Edward J. Coyle, M. Gabbouj, 1993, IEEE Winter Workshop on Nonlinear Digital Signal Processing.

MUHAMMAD ADEEL WARIS NO INTRUDERS - SECURING FACE BIOMETRIC SYSTEMS FROM SPOOFING ATTACKS

M. Gabbouj, I. Ahmad, 2014 .

Wavelet-Based Multi-level Object Retrieval In Contour Images

Moncef Gabbouj, Faouzi Alaya Cheikh, Azhar Quddus, 2000 .

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

M. Gabbouj, Lixin Fan, J. Kämäräinen, 2017 .

Personalized ECG Classification

M. Gabbouj, S. Kiranyaz, T. Ince, 2014 .

Optimal weighted median filters under structural constraints

M. Gabbouj, J. Astola, Y. Neuvo, 1993, 1993 IEEE International Symposium on Circuits and Systems.

Analysis and optimization of weighted order statistic and stack filters

S. Peltonen, M. Gabbouj, J. Astola, 2000 .

Message from the IEEE TrustCom-ISPA-BigDataSE 2015 general chairs

Francisco Herrera, Valtteri Niemi, Raimo Kantola, 2015, TrustCom 2015.

Scalable Content-Based Classification and Retrieval Framework for Dynamic Commercial Image Databases

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2012, NDT.

Neighborhood matching for object recognition algorithms based on local image features

Moncef Gabbouj, Edward J. Delp, Golnaz Abdollahian, 2011, 2011 Digital Signal Processing and Signal Processing Education Meeting (DSP/SPE).

Convergence behavior and root signal sets of stack filters

Pao-Ta Yu, Moncef Gabbouj, Edward J. Coyle, 1992 .

Efficient FEC Protection of Scalable Media Streams in DVB-H

Miska M. Hannuksela, Moncef Gabbouj, Imed Bouazizi, 2009 .

Hierarchical Semantic Content Analysis and Its Applications in Multimedia Summarization and Browsing

M. Gabbouj, T. Ebrahimi, Junyong You, 2011 .

3 Finite-set signal processing

M. Gabbouj, R. Pearson, 2006 .

A parallel marker based watershed transformation

Moncef Gabbouj, Alina N. Moga, M. Gabbouj, 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

Efficient implementation of adaptive interpolation filters for low complexity video coding

M. Gabbouj, J. Lainema, A. Hallapuro, 2009, IEEE Transactions on Consumer Electronics.

Idempotent Nonlinear Filters

M. Gabbouj, J. Astola, R. Pearson, 2003 .

Compression and network effect on content-based image retrieval on Java enabled mobile devices

M. Gabbouj, I. Ahmad, 2005 .

USE OF ADAPTIVE RESIZING IN 3-D DCT DOMAIN FOR VIDEO CODING

M. Gabbouj, J. Takala, Hexin Chen, 2007 .

MUVIS : A Multimedia Browsing , Indexing And Retrieval System

Moncef Gabbouj, Faouzi Alaya Cheikh, Serkan Kiranyaz, 2002 .

Classification of polarimetric SAR images using compact convolutional neural networks pdf

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2020, GIScience & Remote Sensing.

Novel statistical offline nonuniform sampling of time-limited signal

M. Gabbouj, G. R. Murthy, K. Sankhe, 2015, 2015 3rd International Conference on Signal Processing, Communication and Networking (ICSCN).

Rank-order filters and Bayes posterior decision

Moncef Gabbouj, Bing Zeng, Yrjö Neuvo, 1991, 1991., IEEE International Sympoisum on Circuits and Systems.

Evolutionary Artificial Neural Networks

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2014 .

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

M. Gabbouj, M. Hannuksela, Maryam Homayouni, 2020, PV@MMSys.

FUZZY-BASED FILTERING OF MULTICHANNEL

M. Gabbouj, M. Meribout, L. Khriji, 2004 .

Nonlinear FIR Filter Clones

M. Gabbouj, J. Astola, R. Pearson, 2003 .

A Novel Nonlinear Vector Filter for Grey-level Image Filtering

Jaakko Astola, Moncef Gabbouj, K. Tang, 1995 .

Keynote speech

Moncef Gabbouj, Schahram Dustdar, Xiangyang Li, 2016, International Conference on Cloud Computing and Intelligence Systems.

MUVIS: A Content-Based Indexing and Retrieval System for Image and Video Databases

Moncef Gabbouj, Faouzi Alaya Cheikh, Brahim Hnich, 1999 .

Editorial

Moncef Gabbouj, Faouzi Alaya Cheikh, Bogdan Cramariuc, 2002, EURASIP J. Adv. Signal Process..

Dual and Single Polarized SAR Image Classification Using Compact Convolutional Neural Networks

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2019, Remote. Sens..

GERARD SANCHEZ GASULLA PROSODY AND WAVELETS: TOWARDS A NATURAL SPEAK-

M. Gabbouj, J. Nurminen, Hanna Silén, 2014 .

Multiple Knot Spline Approximation for ECG Data Compression

Marta Karczewicz, Moncef Gabbouj, M. S. Hamalainen, 1995 .

Message from the DTWSM 2015 Workshop Chairs

Moncef Gabbouj, Jun Liu, Zheng Yan, 2015, TrustCom 2015.

VisualLabel: An Integrated Multimedia Content Management and Access Framework

Jorma Laaksonen, Moncef Gabbouj, Iftikhar Ahmad, 2017, European-Japanese Conference on Information Modelling and Knowledge Bases.

Figure 4. Typical Evolution of a Population of Networks Generated by (a) Mta Algorithm, (b) Cca Algorithm and (c) Ccas Algorithm. (a) (b) 6. Acknowledgments 7. References

M. Gabbouj, S. Kiranyaz, T. Ince, 1997 .

Novel Models of Neuron : Associated Real / Complex Valued Neural Networks : Novel Feedback Neural Networks

M. Gabbouj, G. R. Murthy, 2015 .

Elsevier Editorial System(tm) for Image and Vision Computing Manuscript Draft Title: Perceptual Color Descriptor Based on Spatial Distribution: a Top-down Approach Perceptual Color Descriptor Based on Spatial Distribution: a Top-down Approach Perceptual Color Descriptor Based on Spatial Distribution

M. Gabbouj, M. Birinci, 2022 .

Nonlinear Signal and Image Processing - Part II - Editorial

Giovanni L. Sicuranza, Giovanni L. Sicuranza, S. Marshall, 2004 .

A Parallel Watershed Algorithm Based on the Shortest Path Computation

Moncef Gabbouj, Alina N. Moga, Bogdan Cramariuc, 1995 .

Optimal Stack Filter Design with Symmetry Constraints

Moncef Gabbouj, D. Petrescu, Ioan Tabus, 1994 .

Signal Processing: Image Communication

Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas, 2018 .

Design of Optimal Generalized Stack Filters under the Mean Absolute Error Criterion

Moncef Gabbouj, Bing Zeng, Yrjö Neuvo, 1991 .

Fuzzy-based Order Statistics-Rational Hybrid Filters

Moncef Gabbouj, Lazhar Khriji, M. Gabbouj, 2000 .

Editorial

Moncef Gabbouj, Giovanni L. Sicuranza, Gonzalo R. Arce, 2004, EURASIP Journal on Advances in Signal Processing.

Optimal Design of Boolean and Stack Filters and Their Application in Image Processing

Moncef Gabbouj, D. Petrescu, Ioan Tabus, 2001 .

Sepsis Prediction in Intensive Care Unit Using Ensemble of XGboost Models

M. Gabbouj, S. Kiranyaz, M. Zabihi, 2019, 2019 Computing in Cardiology (CinC).

Non Uniform Sampling of Time Limited Signal Using Integer Linear Programming

M. Gabbouj, G. R. Murthy, K. Sankhe, 2022 .

A Simple Adaptive Filter for the Restoration of Nonstationary Signals

M. Gabbouj, M. Karczewicz, 1993, IEEE Winter Workshop on Nonlinear Digital Signal Processing.

USE OF ADAPTIVE RESIZING IN 3-D DCT DOMAIN FOR VIDEO CODING

M. Gabbouj, J. Takala, Hexin Chen, 2007 .

Nonlinear Filters Satisfying Restricted Linearity Conditions

M. Gabbouj, J. Astola, R. Pearson, 2007 .

Multimodal Subspace Support Vector Data Description

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2019, Pattern Recognit..

Graph-Embedded Subspace Support Vector Data Description

M. Gabbouj, Jenni Raitoharju, Alexandros Iosifidis, 2021, Pattern Recognit..

Recent advances in salient object detection : towards object recognition in Big Media Data

Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, 2016 .

Efficient CNN with uncorrelated Bag of Features pooling

M. Gabbouj, Alexandros Iosifidis, Jenni Raitoharju, 2022, 2022 IEEE Symposium Series on Computational Intelligence (SSCI).

A Survey on Mobile Edge Computing for Video Streaming: Opportunities and Challenges

M. Gabbouj, M. Hamdi, R. Hamila, 2022, IEEE Access.

End-to-end Transformer for Compressed Video Quality Enhancement

M. Gabbouj, Li Yu, Wenshuai Chang, 2022, IEEE Transactions on Broadcasting.

Reducing Redundancy in the Bottleneck Representation of the Autoencoders

M. Gabbouj, Jenni Raitoharju, A. Iosifidis, 2022, SSRN Electronic Journal.

Automatic Flower Detection and Classification System Using a Light-Weight Convolutional Neural Network

M. Gabbouj, Jenni Raitoharju, Alexandros Iosifidis, 2019 .

View upsampling optimization for mixed resolution 3D video coding

M. Gabbouj, M. Hannuksela, Michal Joachimiak, 2015, Multidimensional Systems and Signal Processing.

A Parallel Watershed Algorithm Based on Rainfalling Simulation

Moncef Gabbouj, Alina N. Moga, Bogdan Cramariuc, 1995 .

Generalized model of biological neural networks: Progressive operational perceptrons

Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Progressive Operational Perceptrons

Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, 2017, Neurocomputing.

Particle swarm clustering fitness evaluation with computational centroids

Moncef Gabbouj, Jenni Raitoharju, Serkan Kiranyaz, 2017, Swarm Evol. Comput..

Saliency-based Weighted Multi-label Linear Discriminant Analysis pdf

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2020, ArXiv.

Multiscale watersheds and pattern recognition in images

Moncef Gabbouj, J. Andrew Bangham, Stephen J. Impey, 1995, Electronic Imaging.

Rate adaptation for dynamic adaptive streaming over HTTP in content distribution network

Miska M. Hannuksela, Moncef Gabbouj, Chenghao Liu, 2012, Signal Process. Image Commun..

Rate adaptation for adaptive HTTP streaming

Moncef Gabbouj, Chenghao Liu, Imed Bouazizi, 2011, MMSys.

Perceptual Encryption of H.264 Videos: Embedding Sign-Flips Into the Integer-Based Transforms

Moncef Gabbouj, Bing Zeng, Shuyuan Zhu, 2014, IEEE Transactions on Information Forensics and Security.

Sample-based regularization for support vector machine classification

Alexandros Iosifidis, Moncef Gabbouj, Muhammad-Adeel Waris, 2017, 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA).

Hierarchical class-specific kernel discriminant analysis for face verification

Alexandros Iosifidis, Moncef Gabbouj, M. Gabbouj, 2016, 2016 Visual Communications and Image Processing (VCIP).

Maximum margin binary classifiers using intrinsic and penalty graphs

Alexandros Iosifidis, Moncef Gabbouj, Berkay Kicanaoglu, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

Multi-class Support Vector Machine classifiers using intrinsic and penalty graphs

Alexandros Iosifidis, Moncef Gabbouj, M. Gabbouj, 2016, Pattern Recognit..

Class-Specific Nonlinear Projections Using Class-Specific Kernel Spaces

Alexandros Iosifidis, Moncef Gabbouj, Petri Pekki, 2015, 2015 IEEE Trustcom/BigDataSE/ISPA.

A Bayesian approach for extreme learning machine-based subspace learning

Alexandros Iosifidis, Moncef Gabbouj, M. Gabbouj, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Region-Of-Interest Coding Schemes For Http Adaptive Streaming With VVC

M. Gabbouj, Y. Sanchez, C. Hellge, 2022, 2022 IEEE International Conference on Image Processing (ICIP).

6K and 8K Effective Resolution with 4K HEVC Decoding Capability for 360 Video Streaming

Miska M. Hannuksela, Moncef Gabbouj, Alireza Aminlou, 2019, ACM Trans. Multim. Comput. Commun. Appl..

Fast Motion Estimation Algorithm with Efficient Memory Access for HEVC Hardware Encoders

Mahmoud Reza Hashemi, Moncef Gabbouj, Mohammad Ghanbari, 2018, 2018 7th European Workshop on Visual Information Processing (EUVIP).

Comparison of HEVC coding schemes for tile-based viewport-adaptive streaming of omnidirectional video

Miska M. Hannuksela, Moncef Gabbouj, Alireza Aminlou, 2017, 2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP).

Row-Interleaved Sampling for Depth-Enhanced 3D Video Coding for Polarized Displays

Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj, 2017, ACM Trans. Appl. Percept..

An effective CU size decision method for quality scalability in SHVC

Moncef Gabbouj, Zhaowei Qu, Jimin Xiao, 2017, Multimedia Tools and Applications.

Viewport-Adaptive Encoding and Streaming of 360-Degree Video for Virtual Reality Applications

Miska M. Hannuksela, Moncef Gabbouj, Alireza Aminlou, 2016, 2016 IEEE International Symposium on Multimedia (ISM).

Standard-Compliant Multiview Video Coding and Streaming for Virtual Reality Applications

Miska M. Hannuksela, Moncef Gabbouj, Alireza Aminlou, 2016, 2016 IEEE International Symposium on Multimedia (ISM).

Efficient Coding of 360-Degree Pseudo-Cylindrical Panoramic Video for Virtual Reality Applications

Miska M. Hannuksela, Moncef Gabbouj, Alireza Aminlou, 2016, 2016 IEEE International Symposium on Multimedia (ISM).

HEVC-compliant Tile-based Streaming of Panoramic Video for Virtual Reality Applications

Miska M. Hannuksela, Moncef Gabbouj, Alireza Aminlou, 2016, ACM Multimedia.

Fisheye video coding using elastic motion compensated reference frames

Miska M. Hannuksela, Moncef Gabbouj, Ashek Ahmmed, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Motion hints compensated prediction as a reference frame for high efficiency video coding (HEVC)

Miska M. Hannuksela, Moncef Gabbouj, Ashek Ahmmed, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

View upsampling optimization for mixed resolution 3D video coding

Michal Joachimiak, Miska M. Hannuksela, Moncef Gabbouj, 2016, Multidimens. Syst. Signal Process..

New R-D Optimization Criterion for Fast Mode Decision Algorithms in Video Coding and Transrating

Mahmoud Reza Hashemi, Moncef Gabbouj, Bing Zeng, 2016, IEEE Transactions on Circuits and Systems for Video Technology.

HEVC-compliant viewport-adaptive streaming of stereoscopic panoramic video

Miska M. Hannuksela, Moncef Gabbouj, Alireza Aminlou, 2016, 2016 Picture Coding Symposium (PCS).

Upsampled-view distortion optimization for mixed resolution 3D Video Coding

Michal Joachimiak, Miska M. Hannuksela, Payman Aflaki, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Perception aware coding of stereoscopic video

Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj, 2015, 2015 International Conference on 3D Imaging (IC3D).

Perceptually adaptive filtering for stereoscopic video compression

Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj, 2015, 2015 International Conference on 3D Imaging (IC3D).

Joint depth and texture filtering targeting MVD compression

Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj, 2014, 2014 IEEE Visual Communications and Image Processing Conference.

Asymmetrie luminance based filtering for stereoscopic video compression

Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj, 2014, 2014 International Conference on 3D Imaging (IC3D).

Row-interleaved sampling for stereoscopic video coding targeting polarized displays

Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj, 2014, 2014 International Conference on 3D Imaging (IC3D).

Evaluation of Depth-Based Super Resolution on Compressed Mixed Resolution 3D Video

Michal Joachimiak, Miska M. Hannuksela, Payman Aflaki, 2014, ACCV Workshops.

Inter view motion vector prediction in multiview HEVC

Miska M. Hannuksela, Moncef Gabbouj, Kemal Ugur, 2014, 2014 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON).

View synthesis quality mapping for depth-based super resolution on mixed resolution 3D video

Michal Joachimiak, Miska M. Hannuksela, Moncef Gabbouj, 2014, 2014 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON).

Depth-aware 3D video filtering targetting multiview video plus depth compression

Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj, 2014, 2014 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON).

Content adaptive depth map resampling scheme in multiview video plus depth

Payman Aflaki, Moncef Gabbouj, Alireza Aminlou, 2014, 2014 IEEE International Symposium on Circuits and Systems (ISCAS).

Flexible depth map spatial resolution in depth-enhanced multiview video coding

Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Flexible Coding Order for 3D video extension of H.265/HEVC

Miska M. Hannuksela, Moncef Gabbouj, Srikanth Gopalakrishna, 2013, 2013 Picture Coding Symposium (PCS).

Multiview-Video-Plus-Depth Coding Based on the Advanced Video Coding Standard

Houqiang Li, Michal Joachimiak, Miska M. Hannuksela, 2013, IEEE Transactions on Image Processing.

Coding of mixed-resolution multiview video in 3D video application

Houqiang Li, Michal Joachimiak, Miska M. Hannuksela, 2013, 2013 IEEE International Conference on Image Processing.

Unpaired Multiview Video plus Depth compression

Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj, 2013, 2013 18th International Conference on Digital Signal Processing (DSP).

Sparse/DCT (S/DCT) Two-Layered Representation of Prediction Residuals for Video Coding

Moncef Gabbouj, C.-C. Jay Kuo, Je-Won Kang, 2013, IEEE Transactions on Image Processing.

Nonlinear Depth Map Resampling for Depth-Enhanced 3-D Video Coding

Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj, 2013, IEEE Signal Processing Letters.

A Two-Piece R-D Model for Hybrid Video Coding and Its Application in Fast Mode Decision

Mahmoud Reza Hashemi, Moncef Gabbouj, Alireza Aminlou, 2012, 2012 IEEE International Conference on Multimedia and Expo.

Prediction Signal Aided Spatially Varying Transform

Moncef Gabbouj, Antti Hallapuro, Kemal Ugur, 2011, 2011 IEEE International Conference on Multimedia and Expo.

Planar representation for intra coding of depth maps

Moncef Gabbouj, Kemal Ugur, Jani Lainema, 2011, 2011 3DTV Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON).

Video Coding Using Spatially Varying Transform

Moncef Gabbouj, Kemal Ugur, Jani Lainema, 2009, IEEE Transactions on Circuits and Systems for Video Technology.

Congestion-aware transmission rate control using Medium Grain Scalability of Scalable Video Coding

Houqiang Li, Miska M. Hannuksela, Moncef Gabbouj, 2010, 2010 IEEE International Conference on Image Processing.

Regionally adaptive filtering for asymmetric stereoscopic video coding

Ying Chen, Miska M. Hannuksela, Moncef Gabbouj, 2009, 2009 IEEE International Symposium on Circuits and Systems.

Joint texture and depth map video coding based on the scalable extension of H.264/AVC

Ying Chen, Houqiang Li, Miska M. Hannuksela, 2009, 2009 IEEE International Symposium on Circuits and Systems.

Efficient hierarchical inter picture coding for H.264/AVC baseline profile

Ying Chen, Houqiang Li, Miska M. Hannuksela, 2009, 2009 Picture Coding Symposium.

Low complexity algorithm for Spatially Varying Transforms

Moncef Gabbouj, Antti Hallapuro, Kemal Ugur, 2009, 2009 Picture Coding Symposium.

Coding techniques in Multiview Video Coding and Joint Multiview Video Model

Ying Chen, Houqiang Li, Miska M. Hannuksela, 2009, 2009 Picture Coding Symposium.

Video coding using Variable Block-Size Spatially Varying Transforms

Moncef Gabbouj, Kemal Ugur, Jani Lainema, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Picture-level adaptive filter for asymmetric stereoscopic video

Ying Chen, Miska M. Hannuksela, Moncef Gabbouj, 2008, 2008 15th IEEE International Conference on Image Processing.

Fast mode decision for adaptive prediction error coding

Moncef Gabbouj, Kemal Ugur, Cixun Zhang, 2008, 2008 IEEE International Conference on Multimedia and Expo.

Low-complexity asymmetric multiview video coding

Ying Chen, Houqiang Li, Miska M. Hannuksela, 2008, 2008 IEEE International Conference on Multimedia and Expo.

Single-loop decoding for multiview video coding

Ying Chen, Miska M. Hannuksela, Moncef Gabbouj, 2008, 2008 IEEE International Conference on Multimedia and Expo.

Video coding using pruned transforms and interleaving of multiple block

Moncef Gabbouj, Antti Hallapuro, Kemal Ugur, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Spatial and Temporal Adaptation of Interpolation Filter For Low Complexity Encoding/Decoding

Moncef Gabbouj, Kemal Ugur, Dmytro Rusanovskyy, 2007, 2007 IEEE 9th Workshop on Multimedia Signal Processing.

Tune-in Time Reduction in Video Streaming Over DVB-H

Miska M. Hannuksela, Moncef Gabbouj, Mehdi Rezaei, 2007, IEEE Transactions on Broadcasting.

Quality scalability in H.264/AVC video coding

Miska M. Hannuksela, Moncef Gabbouj, Ville-Pekka Limnell, 2005, Visual Communications and Image Processing.

Sub-sequence video coding for improved temporal scalability

Dong Tian, Miska M. Hannuksela, Moncef Gabbouj, 2005, 2005 IEEE International Symposium on Circuits and Systems.

Coding of faded scene transitions

Dong Tian, Miska M. Hannuksela, Moncef Gabbouj, 2002, Proceedings. International Conference on Image Processing.

Convolutional Neural Networks for patient-specific ECG classification

Moncef Gabbouj, Serkan Kiranyaz, Ridha Hamila, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Generic and Robust System for Automated Patient-Specific Classification of ECG Signals

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2009, IEEE Transactions on Biomedical Engineering.

BERKAY KICANAOGLU UNSUPERVISED ANOMALY DETECTION IN UNSTRUCTURED LOG-DATA FOR ROOT-CAUSE-ANALYSIS

Moncef Gabbouj, M. Gabbouj, 2015 .

Combining multi-class maximum margin classification with linear discriminant analysis for human action recognition

Alexandros Iosifidis, Moncef Gabbouj, M. Gabbouj, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

Graph-regularized multi-class support vector machines for face and action recognition

Alexandros Iosifidis, Moncef Gabbouj, M. Gabbouj, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

Novel multimedia retrieval technique: progressive query (why wait?) : Technologies for interactive multimedia services

Moncef Gabbouj, Serkan Kiranyaz, M. Gabbouj, 2005 .

A Novel Multimedia Retrieval Technique: Progressive Query (WHY WAIT)

Moncef Gabbouj, Serkan Kiranyaz, M. Gabbouj, 2004 .

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

Alexandros Iosifidis, Moncef Gabbouj, Ke Chen, 2016, IEEE Transactions on Cybernetics.

Constrained Directed Graph Clustering and Segmentation Propagation for Multiple Foregrounds Cosegmentation

Moncef Gabbouj, Hongliang Li, Bing Luo, 2015, IEEE Transactions on Circuits and Systems for Video Technology.

Robust Fast Subclass Discriminant Analysis

Alexandros Iosifidis, Moncef Gabbouj, Kateryna Chumachenko, 2021, 2020 28th European Signal Processing Conference (EUSIPCO).

Speed-up and multi-view extensions to Subclass Discriminant Analysis

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2019, Pattern Recognit..

Incremental Fast Subclass Discriminant Analysis

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2020, 2020 IEEE International Conference on Image Processing (ICIP).

Demo. Video shot boundary detection by structural analysis of local image features

Moncef Gabbouj, Serkan Kiranyaz, Murat Birinci, 2011, WIAMIS 2011.

Super Neurons pdf

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2021, ArXiv.

Perceptual-based quality assessment for audio-visual services: A survey

Miska M. Hannuksela, Moncef Gabbouj, Andrew Perkis, 2010, Signal Process. Image Commun..

Outlier edge detection using random graph generation models and applications

Moncef Gabbouj, Serkan Kiranyaz, Honglei Zhang, 2016, Journal of Big Data.

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

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2016, IEEE Transactions on Biomedical Engineering.

Probabilistic saliency estimation pdf

Alexandros Iosifidis, Moncef Gabbouj, Çaglar Aytekin, 2016, Pattern Recognit..

Salient object segmentation based on linearly combined affinity graphs

Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Color image processing with B-spline modeling

M. Gabbouj, R. Oktem, 1997, Proceedings of 1997 IEEE International Symposium on Circuits and Systems. Circuits and Systems in the Information Age ISCAS '97.

rocessing With B-Spline

Moncef Gabbouj, M. Gabbouj, 1997 .

Semi-Supervised Learning for Ill-Posed Polarimetric SAR Classification

Moncef Gabbouj, Serkan Kiranyaz, Stefan Uhlmann, 2014, Remote. Sens..

Evaluation of Global and Local Training Techniques over Feed-forward Neural Network Architecture Spaces for Computer-aided Medical Diagnosis

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2022 .

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

Hannu Tenhunen, Moncef Gabbouj, Jenni Raitoharju, 2020, IEEE Access.

Optimal weighted median filtering under structural constraints

Jaakko Astola, Moncef Gabbouj, Yrjö Neuvo, 1995, IEEE Trans. Signal Process..

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2016, IEEE Transactions on Industrial Electronics.

Incremental Learning with Support Vector Data Description

Moncef Gabbouj, Serkan Kiranyaz, Stefan Uhlmann, 2014, 2014 22nd International Conference on Pattern Recognition.

Rock Texture Retrieval Using Gray Level Co-occurrence Matrix

Moncef Gabbouj, Ari Visa, Mari Partio, 2002 .

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

Alexandros Iosifidis, Anastasios Tefas, Moncef Gabbouj, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Optimal stack filtering and the estimation and structural approaches to image processing

Moncef Gabbouj, Edward J. Coyle, Jean-H. Lin, 1989, Sixth Multidimensional Signal Processing Workshop,.

Generalized Hampel Filters

Jaakko Astola, Moncef Gabbouj, Ronald K. Pearson, 2016, EURASIP J. Adv. Signal Process..

Nonlinear order statistic filter design: Methodologies and challenges

Jaakko Astola, Moncef Gabbouj, M. Gabbouj, 2000, 2000 10th European Signal Processing Conference.

When are two weighted-order statistic filters identical?

Moncef Gabbouj, Jaakko T. Astola, Faouzi A. Cheikh, 1994, Electronic Imaging.

Weighted medians - positive Boolean functions conversion algorithms

Moncef Gabbouj, Yrjö Neuvo, Jacek Niewȩgłowski, 1993, Signal Process..

A Fast Algorithm for Running Computation of Center Weighted Rank Order Filters

Moncef Gabbouj, T. G. Campbell, T. G. Campbell, 1993, IEEE Winter Workshop on Nonlinear Digital Signal Processing.

PyGOP: A Python library for Generalized Operational Perceptron algorithms

Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, 2019, Knowl. Based Syst..

Unsupervised Elimination of Media Items in Content-Based Image Retrieval

M. Gabbouj, E. Guldogan, M. Gabbouj, 2007, 2007 IEEE International Conference on Signal Processing and Communications.

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

Moncef Gabbouj, Onur Avci, Serkan Kiranyaz, 2021, Rotating Machinery, Optical Methods & Scanning LDV Methods, Volume 6.

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

Moncef Gabbouj, Onur Avci, Daniel J. Inman, 2017 .

Face segmentation in thumbnail images by data-adaptive convolutional segmentation networks

Moncef Gabbouj, Iftikhar Ahmad, Serkan Kiranyaz, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

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

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2020, 2020 25th International Conference on Pattern Recognition (ICPR).

Multi-sensor fusion for sport genre classification of user generated mobile videos

Moncef Gabbouj, Igor D. D. Curcio, Jussi Leppänen, 2013, 2013 IEEE International Conference on Multimedia and Expo (ICME).

Super Neurons

M. Gabbouj, S. Kiranyaz, T. Ince, 2021, ArXiv.

INTEL-TAU: A Color Constancy Dataset pdf

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2019, IEEE Access.

Image denoising by Super Neurons: Why go deep?

Moncef Gabbouj, Serkan Kiranyaz, Junaid Malik, 2021, 2111.14948.

Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks pdf

Moncef Gabbouj, Serkan Kiranyaz, Muhammad Uzair Zahid, 2021, IEEE Transactions on Neural Networks and Learning Systems.

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

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2021, IEEE Transactions on Biomedical Engineering.

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

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2021, IEEE Access.

Bm3d Vs 2-Layer Onn

M. Gabbouj, S. Kiranyaz, Junaid Malik, 2021, 2021 IEEE International Conference on Image Processing (ICIP).

Self-Organized Operational Neural Networks for Severe Image Restoration Problems

Moncef Gabbouj, Serkan Kiranyaz, Junaid Malik, 2020, Neural Networks.

Exploiting heterogeneity in operational neural networks by synaptic plasticity

Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, 2020, Neural Comput. Appl..

Self-Organized Operational Neural Networks with Generative Neurons pdf

Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, 2020, Neural Networks.

Operational vs Convolutional Neural Networks for Image Denoising pdf

Moncef Gabbouj, Serkan Kiranyaz, Junaid Malik, 2020, ArXiv.

FastONN - Python based open-source GPU implementation for Operational Neural Networks pdf

Moncef Gabbouj, Serkan Kiranyaz, Junaid Malik, 2020, ArXiv.

Operational neural networks

Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, 2019, Neural Computing and Applications.

Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons

Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Progressive Operational Perceptron with Memory pdf

Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, 2018, ArXiv.

Using deep learning to detect price change indications in financial markets

Alexandros Iosifidis, Anastasios Tefas, Moncef Gabbouj, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks

Alexandros Iosifidis, Anastasios Tefas, Moncef Gabbouj, 2017, 2017 IEEE 19th Conference on Business Informatics (CBI).

Image interpolation based on non-local geometric similarities

Lu Fang, Moncef Gabbouj, Guanghui Liu, 2015, 2015 IEEE International Conference on Multimedia and Expo (ICME).

Vector rational interpolation schemes for erroneous motion field estimation applied to MPEG-2 error concealment

Ioannis Pitas, Moncef Gabbouj, Faouzi Alaya Cheikh, 2004, IEEE Transactions on Multimedia.

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

Jaakko Astola, Moncef Gabbouj, Mohsin M. Jamali, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Multi-dimensional particle swarm optimization for dynamic environments

Moncef Gabbouj, Serkan Kiranyaz, Jenni Pulkkinen, 2008, 2008 International Conference on Innovations in Information Technology.

Quantum mechanics in computer vision: Automatic object extraction

Moncef Gabbouj, Serkan Kiranyaz, Çaglar Aytekin, 2013, 2013 IEEE International Conference on Image Processing.

Automatic object extraction based on quantum mechanics

Moncef Gabbouj, Serkan Kiranyaz, Çaglar Aytekin, 2013, 2013 21st Signal Processing and Communications Applications Conference (SIU).

Long-term epileptic EEG classification via 2D mapping and textural features

Tapio Saramäki, Moncef Gabbouj, Serkan Kiranyaz, 2015, Expert Syst. Appl..

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

Miska M. Hannuksela, Moncef Gabbouj, Chenghao Liu, 2013, Int. J. Digit. Multim. Broadcast..

Within-layer Diversity Reduces Generalization Gap pdf

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2021, ArXiv.

Evolutionary artificial neural networks by multi-dimensional particle swarm optimization

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2009, Neural Networks.

Center weighted median filters: Some properties and their applications in image processing

Moncef Gabbouj, Yrjo Neuvo, Tong Sun, 1994, Signal Process..

Median Based Idempotent filters

Moncef Gabbouj, Yrjö Neuvo, Petri Haavisto, 1991, J. Circuits Syst. Comput..

Architecture Search by Estimation of Network Structure Distributions pdf

Moncef Gabbouj, Jenni Raitoharju, Anton Muravev, 2019, ArXiv.

Detection of atrial fibrillation in ECG hand-held devices using a random forest classifier

Aggelos K. Katsaggelos, Moncef Gabbouj, Serkan Kiranyaz, 2017, 2017 Computing in Cardiology (CinC).

Early Myocardial Infarction Detection over Multi-view Echocardiography

M. Gabbouj, S. Kiranyaz, T. Hamid, 2021, Biomedical Signal Processing and Control.

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

Moncef Gabbouj, Serkan Kiranyaz, Muhammad Uzair Zahid, 2020, IEEE Transactions on Biomedical Engineering.

Personalized Monitoring and Advance Warning System for Cardiac Arrhythmias

M. Gabbouj, S. Kiranyaz, T. Ince, 2017, Scientific Reports.

Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising pdf

Moncef Gabbouj, Serkan Kiranyaz, Junaid Malik, 2021, ArXiv.

Vector Median - Vector Directional Hybrid Filter for Color Image Restoration

Moncef Gabbouj, F. Alaya Cheikh, F. Alaya Cheikh, 1995 .

High-resolution digital resampling using vector rational filters

Moncef Gabbouj, Faouzi Alaya Cheikh, Lazhar Khriji, 1999 .

Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network pdf

Aggelos K. Katsaggelos, Moncef Gabbouj, Ali Bahrami Rad, 2019, ArXiv.

Automatic Sleep Arousal Detection Using State Distance Analysis in Phase Space

Aggelos K. Katsaggelos, Moncef Gabbouj, Serkan Kiranyaz, 2018, 2018 Computing in Cardiology Conference (CinC).

Global Scale Integral Volumes

Lixin Fan, Moncef Gabbouj, Sounak Bhattacharya, 2016, ECCV Workshops.

Benchmark database for fine-grained image classification of benthic macroinvertebrates

Alexandros Iosifidis, Moncef Gabbouj, Iftikhar Ahmad, 2018, Image Vis. Comput..

Deep Adaptive Input Normalization for Time Series Forecasting

Alexandros Iosifidis, Anastasios Tefas, Moncef Gabbouj, 2019, IEEE Transactions on Neural Networks and Learning Systems.

Local linear transformation for voice conversion

Moncef Gabbouj, Jani Nurminen, Hanna Silén, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Voice Conversion Using Dynamic Kernel Partial Least Squares Regression

Moncef Gabbouj, Elina Helander, Tuomas Virtanen, 2012, IEEE Transactions on Audio, Speech, and Language Processing.

Voice Conversion Using Partial Least Squares Regression

Moncef Gabbouj, Elina Helander, Jani Nurminen, 2010, IEEE Transactions on Audio, Speech, and Language Processing.

Robust Vehicle-to-Infrastructure Video Transmission for Road Surveillance Applications

Moncef Gabbouj, Karen O. Egiazarian, Alexey V. Vinel, 2015, IEEE Transactions on Vehicular Technology.

Big Media Data Analysis

Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas, 2017, Signal Process. Image Commun..

Salient Event Detection in Basketball Mobile Videos

Moncef Gabbouj, Igor D. D. Curcio, Francesco Cricri, 2014, 2014 IEEE International Symposium on Multimedia.

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

Moncef Gabbouj, Serkan Kiranyaz, Aysen Degerli, 2020, Health Information Science and Systems.

Image coding using adaptive resizing in the block-DCT domain

Moncef Gabbouj, Jarmo Takala, Jari J. Koivusaari, 2006, Electronic Imaging.

Particle Swarm Optimization

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2014 .

Subspace Support Vector Data Description

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Temporal Logistic Neural Bag-of-Features for Financial Time series Forecasting leveraging Limit Order Book Data pdf

Alexandros Iosifidis, Anastasios Tefas, Moncef Gabbouj, 2019, Pattern Recognit. Lett..

A Novel UAV-Aided Network Architecture Using Wi-Fi Direct

Moncef Gabbouj, Ridha Hamila, Mustafa Serkan Kiranyaz, 2019, IEEE Access.

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

Aggelos K. Katsaggelos, Moncef Gabbouj, Serkan Kiranyaz, 2016, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

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

Moncef Gabbouj, Jenni Raitoharju, Serkan Kiranyaz, 2016, IEEE Transactions on Neural Networks and Learning Systems.

Stochastic approximation driven particle swarm optimization with simultaneous perturbation - Who will guide the guide?

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2011, Appl. Soft Comput..

Perceptual Dominant Color Extraction by Multidimensional Particle Swarm Optimization

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2010, EURASIP J. Adv. Signal Process..

Dominant Color Extraction Based on Dynamic Clustering by Multi-dimensional Particle Swarm Optimization

Moncef Gabbouj, Serkan Kiranyaz, Stefan Uhlmann, 2009, 2009 Seventh International Workshop on Content-Based Multimedia Indexing.

Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing

Moncef Gabbouj, Jenni Raitoharju, Nikolaos Passalis, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

Content-based object retrieval using maximum curvature points in contour images

Moncef Gabbouj, Faouzi Alaya Cheikh, Azhar Quddus, 1999, Electronic Imaging.

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

Moncef Gabbouj, Serkan Kiranyaz, Toni Mäkinen, 2012, Neural Networks.

Machine Learning for Forecasting Mid-Price Movements Using Limit Order Book Data

Alexandros Iosifidis, Anastasios Tefas, Moncef Gabbouj, 2018, IEEE Access.

Multilinear Compressive Learning

Alexandros Iosifidis, Moncef Gabbouj, Aysen Degerli, 2019, IEEE Transactions on Neural Networks and Learning Systems.

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

Alexandros Iosifidis, Moncef Gabbouj, Juho Kanniainen, 2017, IEEE Transactions on Neural Networks and Learning Systems.

Parallel watershed transformation algorithms for image segmentation

Moncef Gabbouj, Alina N. Moga, Bogdan Cramariuc, 1998, Parallel Comput..

Feature Engineering for Mid-Price Prediction With Deep Learning

Alexandros Iosifidis, Moncef Gabbouj, Juho Kanniainen, 2019, IEEE Access.

Automatic Object Segmentation by Quantum Cuts

Moncef Gabbouj, Serkan Kiranyaz, Çaglar Aytekin, 2014, 2014 22nd International Conference on Pattern Recognition.

ECG data compression by spline approximation

Marta Karczewicz, Moncef Gabbouj, M. Gabbouj, 1997, Signal Process..

Adaptive sampling for compressed sensing based image compression

Moncef Gabbouj, Bing Zeng, Shuyuan Zhu, 2014, 2014 IEEE International Conference on Multimedia and Expo (ICME).

The Emerging MVC Standard for 3D Video Services

Ying Chen, Miska M. Hannuksela, Moncef Gabbouj, 2008, EURASIP J. Adv. Signal Process..

Benchmark Dataset for Mid-Price Prediction of Limit Order Book data

Alexandros Iosifidis, Moncef Gabbouj, Juho Kanniainen, 2017, ArXiv.

Epileptic seizure detection in long-term EEG records using sparse rational decomposition and local Gabor binary patterns feature extraction

Moncef Gabbouj, Péter Kovács, Kaveh Samiee, 2017, Knowl. Based Syst..

Generalized Operational Classifiers for Material Identification

Xiaoyue Jiang, Moncef Gabbouj, Serkan Kiranyaz, 2020, 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP).

Real-time throughput prediction for cognitive Wi-Fi networks

Moncef Gabbouj, Serkan Kiranyaz, Ridha Hamila, 2020, J. Netw. Comput. Appl..

Pyramid encoding for fast additive quantization

Alexandros Iosifidis, Moncef Gabbouj, Ezgi C. Ozan, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Detection and removal of video defects using rational-based techniques

Moncef Gabbouj, Mahmoud Meribout, Lazhar Khriji, 2005, Adv. Eng. Softw..

A Shot Clustering Based Algorithm for Scene Segmentation

Shigang Wang, Xuejun Wang, M. Gabbouj, 2007, 2007 International Conference on Computational Intelligence and Security Workshops (CISW 2007).

RTP/AVPF compliant feedback for error resilient video coding in conversational applications

Ying Chen, Miska M. Hannuksela, Moncef Gabbouj, 2009, 2009 9th International Symposium on Communications and Information Technology.

Noise-Robust Texture Description Using Local Contrast Patterns via Global Measures

Moncef Gabbouj, Hongliang Li, Bing Luo, 2014, IEEE Signal Processing Letters.

Moncef Gabbouj, Mari Partio, Bogdan Cramariuc, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

MUVIS: a system for content-based indexing and retrieval in large image databases

Moncef Gabbouj, Faouzi Alaya Cheikh, Brahim Hnich, 1998, Electronic Imaging.

Hierarchical Cellular Tree: An Efficient Indexing Scheme for Content-Based Retrieval on Multimedia Databases

Moncef Gabbouj, Serkan Kiranyaz, M. Gabbouj, 2007, IEEE Transactions on Multimedia.

On the comparison of random and Hebbian weights for the training of single-hidden layer feedforward neural networks

Alexandros Iosifidis, Moncef Gabbouj, Kaveh Samiee, 2017, Expert Syst. Appl..

The class of generalized hampel filters

Jaakko Astola, Moncef Gabbouj, Ronald K. Pearson, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Automated super-voxel based features classification of urban environments by integrating 3D point cloud and image content

Lixin Fan, Moncef Gabbouj, Joni-Kristian Kämäräinen, 2015, 2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA).

Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines

Moncef Gabbouj, Tarmo Lipping, Serkan Kiranyaz, 2020, IEEE Journal of Biomedical and Health Informatics.

Improved weighted prediction based color gamut scalability in SHVC

Miska M. Hannuksela, Moncef Gabbouj, Kemal Ugur, 2014, 2014 IEEE Visual Communications and Image Processing Conference.

Weighted-prediction-based color gamut scalability extension for the H.265/HEVC video codec

Miska M. Hannuksela, Moncef Gabbouj, Kemal Ugur, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A k-nearest neighbor multilabel ranking algorithm with application to content-based image retrieval

Moncef Gabbouj, Serkan Kiranyaz, Honglei Zhang, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Epileptic Seizure Classification of EEG Time-Series Using Rational Discrete Short-Time Fourier Transform

Moncef Gabbouj, Péter Kovács, Kaveh Samiee, 2015, IEEE Transactions on Biomedical Engineering.

System profiles in content-based image indexing and retrieval

Moncef Gabbouj, Esin Guldogan, M. Gabbouj, 2010, Signal Image Video Process..

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

Moncef Gabbouj, Imed Bouazizi, Lukasz Kondrad, 2012, Int. J. Digit. Multim. Broadcast..

LDPC FEC code extension for unequal error protection in 2nd generation DVB systems

Moncef Gabbouj, Imed Bouazizi, Lukasz Kondrad, 2010, 2010 IEEE International Conference on Multimedia and Expo.

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

Moncef Gabbouj, Imed Bouazizi, Vinod Kumar Malamal Vadakital, 2010, Int. J. Digit. Multim. Broadcast..

Polarimetric SAR classification using visual color features extracted over pseudo color images

Moncef Gabbouj, Serkan Kiranyaz, Stefan Uhlmann, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

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

Alexandros Iosifidis, Moncef Gabbouj, M. Gabbouj, 2017, IEEE Transactions on Cybernetics.

Advanced Rate Adaption for Unicast Streaming of Scalable Video

Moncef Gabbouj, Chenghao Liu, Imed Bouazizi, 2010, 2010 IEEE International Conference on Communications.

Automatic Flower and Visitor Detection System

Alexandros Iosifidis, Moncef Gabbouj, Dat Thanh Tran, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Median Filters and Some Extensions

M. Gabbouj, R. Pearson, 2015 .

Adaptive fuzzy order statistics-rational hybrid filters for color image processing

Moncef Gabbouj, Lazhar Khriji, M. Gabbouj, 2002, Fuzzy Sets Syst..

Ellipsoidal Subspace Support Vector Data Description

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2020, IEEE Access.

Video transmission over IEEE 802.11p: Real-world measurements

Yevgeni Koucheryavy, Moncef Gabbouj, Karen O. Egiazarian, 2013, 2013 IEEE International Conference on Communications Workshops (ICC).

CNN-based edge filtering for object proposals

Alexandros Iosifidis, Moncef Gabbouj, Muhammad Adeel Waris, 2017, Neurocomputing.

The effect of automated taxa identification errors on biological indices

Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, 2017, Expert Syst. Appl..

Instance based personalized multi-form image browsing and retrieval

M. Gabbouj, Thomas Olsson, E. Guldogan, 2014, Multimedia Tools and Applications.

3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images pdf

Alexandros Iosifidis, Sebti Foufou, Moncef Gabbouj, 2019, Comput. Geosci..

Adaptive L-filters with applications in signal and image processing

Moncef Gabbouj, Yrjö Neuvo, Tong Sun, 1994, Signal Process..

An efficient design method for optimal weighted median filtering

Moncef Gabbouj, Yrjö Neuvo, Ruikang Yang, 1994, Proceedings of IEEE International Symposium on Circuits and Systems - ISCAS '94.

Parametric analysis of weighted order statistic filters

Pao-Ta Yu, Moncef Gabbouj, Ruikang Yang, 1994, Proceedings of IEEE International Symposium on Circuits and Systems - ISCAS '94.

Synthesis of stack filters by rank selection probabilities

Moncef Gabbouj, Yrjö Neuvo, Ruikang Yang, 1994, Electronic Imaging.

Nonlinear image filtering with structural approach

Moncef Gabbouj, Yrjö Neuvo, Ruikang Yang, 1994, Electronic Imaging.

Performance of Detail-Preserving Weighted Median Filters for Image Processing

Jaakko Astola, Yrjö Neuvo, Moncef Gabbouj, 1993, IEEE Winter Workshop on Nonlinear Digital Signal Processing.

Optimal weighted order statistic filters under structural constraints

Moncef Gabbouj, Yrjö Neuvo, L. Yin, 1992, [Proceedings] 1992 IEEE International Symposium on Circuits and Systems.

Minimum Mean Absolute Error Stack Filtering with Structural Constraints and Goals

Moncef Gabbouj, Edward J. Coyle, M. Gabbouj, 1990 .

2-D Optimal Weighted Median Filters

Moncef Gabbouj, Yrjö Neuvo, L. Yin, 1992 .

Neural class-specific regression for face verification pdf

Alexandros Iosifidis, Moncef Gabbouj, Guanqun Cao, 2017, IET Biom..

Prediction Capabilities of Boolean and Stack Filters for Lossless Image Compression

Moncef Gabbouj, Ioan Tabus, Doina Petrescu, 1999, Multidimens. Syst. Signal Process..

A training framework for stack and Boolean filtering-fast optimal design procedures and robustness case study

Moncef Gabbouj, Ioan Tabus, Doina Petrescu, 1996, IEEE Trans. Image Process..

Edge Detection Based on Optimal Stack Filtering under Given Noise Distribution

Moncef Gabbouj, D. Petrescu, Ioan Tabus, 1995 .

Parallel Image Component Labeling With Watershed Transformation

Moncef Gabbouj, Alina N. Moga, M. Gabbouj, 1997, IEEE Trans. Pattern Anal. Mach. Intell..

Limited random walk algorithm for big graph data clustering

M. Gabbouj, S. Kiranyaz, Jenni Raitoharju, 2016, Journal of Big Data.

Distortion Rectification From Static to Dynamic: A Distortion Sequence Construction Perspective

Moncef Gabbouj, Yao Zhao, Kang Liao, 2020, IEEE Transactions on Circuits and Systems for Video Technology.

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

M. Gabbouj, S. Kiranyaz, Mete Ahishali, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Compressively Sensed Image Recognition

Bülent Sankur, Moncef Gabbouj, Aysen Degerli, 2018, 2018 7th European Workshop on Visual Information Processing (EUVIP).

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

Bülent Sankur, Moncef Gabbouj, Jenni Raitoharju, 2021, IEEE Transactions on Information Forensics and Security.

Curriculum-based Teacher Ensemble for Robust Neural Network Distillation

Alexandros Iosifidis, Anastasios Tefas, Moncef Gabbouj, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

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

Alexandros Iosifidis, Anastasios Tefas, Moncef Gabbouj, 2018, Appl. Soft Comput..

Joint Video Stitching and Stabilization From Moving Cameras

Moncef Gabbouj, Bing Zeng, Shuyuan Zhu, 2016, IEEE Transactions on Image Processing.

Multiview 3D video denoising in sliding 3D DCT domain

Michal Joachimiak, Miska M. Hannuksela, Moncef Gabbouj, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Human experts vs. machines in taxa recognition pdf

Moncef Gabbouj, Jenni Raitoharju, Serkan Kiranyaz, 2017, Signal Process. Image Commun..

Finding Better Topologies for Deep Convolutional Neural Networks by Evolution pdf

Moncef Gabbouj, Serkan Kiranyaz, Honglei Zhang, 2018, ArXiv.

Robust Data Hiding Scheme for Compressively Sensed Signals

Bülent Sankur, Moncef Gabbouj, Mehmet Yamac, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Bilinear Input Normalization for Neural Networks in Financial Forecasting pdf

Alexandros Iosifidis, Moncef Gabbouj, Juho Kanniainen, 2021, ArXiv.

Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks

Moncef Gabbouj, Serkan Kiranyaz, Ridha Hamila, 2020, Neurocomputing.

Remote Multilinear Compressive Learning With Adaptive Compression pdf

Alexandros Iosifidis, Moncef Gabbouj, Dat Thanh Tran, 2021, IEEE Internet of Things Journal.

Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation pdf

Moncef Gabbouj, Serkan Kiranyaz, Erdem Sahin, 2021, ArXiv.

Performance Indicator in Multilinear Compressive Learning

Alexandros Iosifidis, Moncef Gabbouj, Dat Thanh Tran, 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI).

Multilinear Compressive Learning with Prior Knowledge pdf

Alexandros Iosifidis, Moncef Gabbouj, Dat Thanh Tran, 2020, ArXiv.

Adaptive reweighted compressed sensing for image compression

Moncef Gabbouj, Bing Zeng, Shuyuan Zhu, 2014, 2014 IEEE International Symposium on Circuits and Systems (ISCAS).

Representation Based Regression for Object Distance Estimation pdf

Moncef Gabbouj, Serkan Kiranyaz, Mehmet Yamac, 2021, Neural Networks.

Heterogeneous Multilayer Generalized Operational Perceptron

M. Gabbouj, S. Kiranyaz, Alexandros Iosifidis, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Sleep stage classification using sparse rational decomposition of single channel EEG records

Tapio Saramäki, Moncef Gabbouj, Serkan Kiranyaz, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

An Efficient Adaptive Binary Range Coder and Its VLSI Architecture

Kai Liu, Yunsong Li, Moncef Gabbouj, 2015, IEEE Transactions on Circuits and Systems for Video Technology.

Object Recognition in 3D Point Cloud of Urban Street Scene

Lixin Fan, Moncef Gabbouj, Pouria Babahajiani, 2014, ACCV Workshops.

Evaluation of Visual Object Trackers on Equirectangular Panorama

Lixin Fan, Moncef Gabbouj, Joni-Kristian Kämäräinen, 2018, VISIGRAPP.

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

Lixin Fan, Moncef Gabbouj, Joni-Kristian Kämäräinen, 2017, Machine Vision and Applications.

Variance-preserving deep metric learning for content-based image retrieval

Alexandros Iosifidis, Anastasios Tefas, Moncef Gabbouj, 2020, Pattern Recognit. Lett..

Deep Multi-View Learning to Rank pdf

Vijay V. Raghavan, Alexandros Iosifidis, Moncef Gabbouj, 2018, IEEE Transactions on Knowledge and Data Engineering.

Multi-modal subspace learning with dropout regularization for cross-modal recognition and retrieval

Alexandros Iosifidis, Moncef Gabbouj, Muhammad-Adeel Waris, 2016, 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA).

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

Boualem Boashash, Moncef Gabbouj, Mohammad Al-Sa’d, 2021, IEEE Transactions on Signal Processing.

Tensor representation in high-frequency financial data for price change prediction

M. Gabbouj, Alexandros Iosifidis, D. Tran, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

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

Hannu Tenhunen, Moncef Gabbouj, Jenni Raitoharju, 2020, 2020 IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR).

Median-rational hybrid filters

Moncef Gabbouj, Lazhar Khriji, M. Gabbouj, 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

On the kernel Extreme Learning Machine speedup

Alexandros Iosifidis, Moncef Gabbouj, M. Gabbouj, 2015, Pattern Recognit. Lett..

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

M. Gabbouj, M. Jia, Zhinong Li, 2022, Mechanical Systems and Signal Processing.

Automated tree detection and density calculation using unmanned aerial vehicles

Moncef Gabbouj, Kamal Mannar, Thanh-Hai Le, 2016, 2016 Visual Communications and Image Processing (VCIP).

Low-Energy Graph Fourier Basis Functions Span Salient Objects

Moncef Gabbouj, Çaglar Aytekin, Junaid Malik, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Anastasios Tefas, Moncef Gabbouj, Jenni Raitoharju, 2020, Pattern Recognit..

The 2nd competition on counter measures to 2D face spoofing attacks

Jukka Komulainen, Naser Damer, Arjan Kuijper, 2013, 2013 International Conference on Biometrics (ICB).

Complexity Analysis Of Next-Generation VVC Encoding And Decoding

Mahmoud Reza Hashemi, Moncef Gabbouj, Farhad Pakdaman, 2020, 2020 IEEE International Conference on Image Processing (ICIP).

Teager energy and the ambiguity function

Jaakko Astola, Moncef Gabbouj, Faouzi Alaya Cheikh, 1999, IEEE Trans. Signal Process..

Analytical model in discrete time for cross-layer video communication over LTE

M. Gabbouj, K. Samuylov, T. Efimushkina, 2014, Automatic Control and Computer Sciences.

Cross-Layer Adaptation-Based Video Downlink Transmission over LTE: Survey

Moncef Gabbouj, Tatiana Efimushkina, M. Gabbouj, 2013 .

Uwb Communication Systems Uwb Communication Systems a Comprehensive Overview Eurasip Book Series on Signal Processing and Communications Editor-in-chief

Ian Oppermann, Maria-Gabriella Di Benedetto, A. Gershman, 2022 .

Multimodal extraction of events and of information about the recording activity in user generated videos

M. Gabbouj, Kostadin Dabov, I. Curcio, 2014, Multimedia Tools and Applications.

A region-dependent image matching method for image and video annotation

Moncef Gabbouj, Edward J. Delp, Golnaz Abdollahian, 2011, 2011 9th International Workshop on Content-Based Multimedia Indexing (CBMI).

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

Moncef Gabbouj, Jenni Raitoharju, Serkan Kiranyaz, 2016, Neural Computing and Applications.

Error Resilient Coding and Error Concealment in Scalable Video Coding

Yi Guo, Ying Chen, Houqiang Li, 2009, IEEE Transactions on Circuits and Systems for Video Technology.

Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition

M. Gabbouj, S. Kiranyaz, T. Ince, 2013, Adaptation, learning, and optimization.

Real-time PCG Anomaly Detection by Adaptive 1D Convolutional Neural Networks

Moncef Gabbouj, Serkan Kiranyaz, Ridha Hamila, 2019, 1902.07238.

Nyström-based approximate kernel subspace learning

Alexandros Iosifidis, Moncef Gabbouj, M. Gabbouj, 2016, Pattern Recognit..

Evolutionary feature synthesis by multi-dimensional particle swarm optimization

Moncef Gabbouj, Jenni Raitoharju, Serkan Kiranyaz, 2014, 2014 5th European Workshop on Visual Information Processing (EUVIP).

On application of rational Discrete Short Time Fourier Transform in epileptic seizure classification

Moncef Gabbouj, Péter Kovács, Kaveh Samiee, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Machine learning tools for content-based search in large multimedia databases

Moncef Gabbouj, M. Gabbouj, 2013, 2013 International Conference on Computer, Control, Informatics and Its Applications (IC3INA).

Hyperbolic particle swarm optimization with application in rational identification

Moncef Gabbouj, Serkan Kiranyaz, Péter Kovács, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Multi-dimensional particle swarm optimization in dynamic environments

M. Gabbouj, S. Kiranyaz, Jenni Raitoharju, 2011, Expert Syst. Appl..

Deep Adaptive Input Normalization for Price Forecasting using Limit Order Book Data pdf

Alexandros Iosifidis, Anastasios Tefas, Moncef Gabbouj, 2019, ArXiv.

Neural texture transfer assisted video coding with adaptive up-sampling

M. Gabbouj, Weize Quan, Dong-Ming Yan, 2022, Signal Process. Image Commun..

Robust channel-wise illumination estimation

Moncef Gabbouj, Jarno Nikkanen, Firas Laakom, 2021, BMVC.

Monte Carlo Dropout Ensembles for Robust Illumination Estimation pdf

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2020, 2021 International Joint Conference on Neural Networks (IJCNN).

Color Constancy Convolutional Autoencoder

Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju, 2019, 2019 IEEE Symposium Series on Computational Intelligence (SSCI).

A Data Set for Camera-Independent Color Constancy

M. Gabbouj, Çağlar Aytekin, Jarno Nikkanen, 2018, IEEE Transactions on Image Processing.

Deep multi-resolution color constancy

Moncef Gabbouj, Jarno Nikkanen, Çaglar Aytekin, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

INTEL-TUT Dataset for Camera Invariant Color Constancy Research pdf

Moncef Gabbouj, Jarno Nikkanen, Çaglar Aytekin, 2017, ArXiv.

Parallel Marker-Based Image Segmentation with Watershed Transformation

Moncef Gabbouj, Alina N. Moga, M. Gabbouj, 1998, J. Parallel Distributed Comput..

Stochastic approximation driven Particle Swarm Optimization

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2009, 2009 International Conference on Innovations in Information Technology (IIT).

An efficient watershed segmentation algorithm suitable for parallel implementation

Moncef Gabbouj, Alina N. Moga, Bogdan Cramariuc, 1995, Proceedings., International Conference on Image Processing.

Practical aspects Parallel watershed transformation algorithms for image segmentation

Moncef Gabbouj, Alina N. Moga, Bogdan Cramariuc, 2001 .

Error Resilient Video Coding Using Unequally Protected Key Pictures

Miska M. Hannuksela, Moncef Gabbouj, Ye-Kui Wang, 2003, VLBV.

Sub-picture video coding for unequal error protection

Miska M. Hannuksela, Moncef Gabbouj, Ye-Kui Wang, 2002, 2002 11th European Signal Processing Conference.

Sub-picture: ROI coding and unequal error protection

Miska M. Hannuksela, Moncef Gabbouj, Ye-Kui Wang, 2002, Proceedings. International Conference on Image Processing.

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

M. Gabbouj, S. Kiranyaz, T. Ince, 2010, Expert Syst. Appl..

A Generic and Robust System for Automated Patient-Specific Classification of ECG Signals

M. Gabbouj, S. Kiranyaz, T. Ince, 2009, IEEE Transactions on Biomedical Engineering.

Evolutionary feature synthesis for content-based audio retrieval

M. Gabbouj, S. Kiranyaz, Jenni Raitoharju, 2013, 2013 1st International Conference on Communications, Signal Processing, and their Applications (ICCSPA).

An evolutionary feature synthesis approach for content-based audio retrieval

Moncef Gabbouj, Jenni Raitoharju, Serkan Kiranyaz, 2012, EURASIP J. Audio Speech Music. Process..

Multi-dimensional evolutionary feature synthesis for content-based image retrieval

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2011, 2011 18th IEEE International Conference on Image Processing.

Linear Congruential Sequences: Feedback and Recurrent Neural Networks

Moncef Gabbouj, Garimella Rama Murthy, M. Gabbouj, 2015 .

Image Interpolation Based on Non-local Geometric Similarities and Directional Gradients

M. Gabbouj, B. Zeng, Liaoyuan Zeng, 2016, IEEE Transactions on Multimedia.

Recurrent bag-of-features for visual information analysis

Alexandros Iosifidis, Anastasios Tefas, Moncef Gabbouj, 2020, Pattern Recognit..

Scaling Up Class-Specific Kernel Discriminant Analysis for Large-Scale Face Verification

Alexandros Iosifidis, Moncef Gabbouj, M. Gabbouj, 2016, IEEE Transactions on Information Forensics and Security.

Multimodal Semantics Extraction from User-Generated Videos

Moncef Gabbouj, Igor D. D. Curcio, Francesco Cricri, 2012, Adv. Multim..

Frame loss error concealment for multiview video coding

Ying Chen, Houqiang Li, Miska M. Hannuksela, 2008, 2008 IEEE International Symposium on Circuits and Systems.

Generic content-based audio indexing and retrieval framework

Moncef Gabbouj, Serkan Kiranyaz, M. Gabbouj, 2006 .

Audio-based queries for video retrieval over Java enabled mobile devices

Moncef Gabbouj, Serkan Kiranyaz, Iftikhar Ahmad, 2006, Electronic Imaging.

Bag of Color Features for Color Constancy

Alexandros Iosifidis, Anastasios Tefas, Moncef Gabbouj, 2019, IEEE Transactions on Image Processing.

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

Moncef Gabbouj, Karen O. Egiazarian, Eugeniy Belyaev, 2013, IEEE Transactions on Multimedia.

An Efficient Adaptive Binary Arithmetic Coder With Low Memory Requirement

Andrey M. Turlikov, Moncef Gabbouj, Karen O. Egiazarian, 2013, IEEE Journal of Selected Topics in Signal Processing.

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

Kai Liu, Moncef Gabbouj, Karen O. Egiazarian, 2013, J. Commun..

A review of approximate methods for kernel-based big media data analysis

Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

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

Ozer Can Devecioglu, M. Gabbouj, S. Kiranyaz, 2020, IEEE Transactions on Biomedical Engineering.

On the impact of alignment on voice conversion performance

Moncef Gabbouj, Elina Helander, Jani Nurminen, 2008, INTERSPEECH.

Evolutionary RBF classifier for polarimetric SAR images

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2012, Expert Syst. Appl..

SAR imagery classification in extended feature space by Collective Network of Binary Classifiers

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2011, 2011 19th European Signal Processing Conference.

Improving Efficiency in Convolutional Neural Network with Multilinear Filters

M. Gabbouj, Alexandros Iosifidis, D. Tran, 2017, Neural Networks.

Segment duration for rate adaptation of adaptive HTTP streaming

Moncef Gabbouj, Chenghao Liu, Imed Bouazizi, 2011, 2011 IEEE International Conference on Multimedia and Expo.

The effect of automated taxa identification errors on biological indices

M. Gabbouj, S. Kiranyaz, T. Ince, 2017, Expert Syst. Appl..

Minimal Topology for a Radial Basis Functions Neural Network for Pattern Classification

Adrian G. Bors, Moncef Gabbouj, M. Gabbouj, 1994 .

Multilinear class-specific discriminant analysis

Alexandros Iosifidis, Moncef Gabbouj, Dat Thanh Tran, 2017, Pattern Recognit. Lett..

Modeling and real-time auralization of electrodynamic loudspeaker non-linearities

Moncef Gabbouj, Matti S. Hämäläinen, Kalle Koivuniemi, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Limited random walk algorithm for big graph data clustering

Moncef Gabbouj, Jenni Raitoharju, Serkan Kiranyaz, 2016, Journal of Big Data.

Simultaneous 2D and 3D perception for stereoscopic displays based on polarized or active shutter glasses

Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj, 2014, J. Vis. Commun. Image Represent..

Ways to Implement Global Variance in Statistical Speech Synthesis

Moncef Gabbouj, Elina Helander, Jani Nurminen, 2012, INTERSPEECH.

Direct 3-D DCT-to-DCT resizing algorithm for video coding

Hexin Chen, Jin Li, J. Takala, 2009, 2009 Proceedings of 6th International Symposium on Image and Signal Processing and Analysis.

Graph Embedding with Data Uncertainty

M. Gabbouj, Jenni Raitoharju, Alexandros Iosifidis, 2020, IEEE Access.

Weighted Linear Discriminant Analysis Based on Class Saliency Information

Alexandros Iosifidis, Moncef Gabbouj, Lei Xu, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

Multi-View Nonparametric Discriminant Analysis for Image Retrieval and Recognition

Alexandros Iosifidis, Moncef Gabbouj, Guanqun Cao, 2017, IEEE Signal Processing Letters.

Class-specific kernel discriminant analysis based on Cholesky decomposition

Alexandros Iosifidis, Moncef Gabbouj, M. Gabbouj, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Prototype-based class-specific nonlinear subspace learning for large-scale face verification

Alexandros Iosifidis, Moncef Gabbouj, M. Gabbouj, 2016, 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA).

Learning graph affinities for spectral graph-based salient object detection

Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, 2017, Pattern Recognit..

Cardinal sparse partial least square feature selection and its application in face recognition

Moncef Gabbouj, Serkan Kiranyaz, Honglei Zhang, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Spatiotemporal Saliency Estimation by Spectral Foreground Detection

Moncef Gabbouj, Thomas Mauthner, Horst Possegger, 2018, IEEE Transactions on Multimedia.

A Study of Bilinear Models in Voice Conversion

Moncef Gabbouj, Jani Nurminen, Victor Popa, 2011, J. Signal Inf. Process..

Voice conversion for non-parallel datasets using dynamic kernel partial least squares regression

Moncef Gabbouj, Elina Helander, Jani Nurminen, 2013, INTERSPEECH.

Maximum a posteriori voice conversion using sequential monte carlo methods

Moncef Gabbouj, Elina Helander, Joaquín Míguez, 2010, INTERSPEECH.

Multifrequency Polsar Image Classification Using Dual-Band 1D Convolutional Neural Networks

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2020, 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS).

Feature-Based Cardiac Cycle Segmentation in Phonocardiogram Recordings

Moncef Gabbouj, Serkan Kiranyaz, Morteza Zabihi, 2018, 2018 Computing in Cardiology Conference (CinC).

Automated patient-specific classification of premature ventricular contractions

Moncef Gabbouj, Serkan Kiranyaz, Turker Ince, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.