Mohamed Deriche

Orcid: 0000-0002-5287-1874

Affiliations:
  • Ajman University, UAE
  • King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia
  • Georgia Tech, Center for Energy and Geo Processing (CeGP), Atlanta, GA, USA
  • Queensland University of Technology, Signal Processing Research Centre, Brisbane, QLD, Australia
  • University of Minnesota, Dept. of Electr. Eng., Minneapolis, MN, USA (PhD)


According to our database1, Mohamed Deriche authored at least 160 papers between 1991 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Blind quality-based pairwise ranking of contrast changed color images using deep networks.
Signal Process. Image Commun., February, 2024

2023
Size Optimization of Truss Structures Using Improved Grey Wolf Optimizer.
IEEE Access, 2023

Blind Quality Assessment of Point Clouds Based on 3D Co-Occurrence Statistics.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Evaluation of Human Immune-Based IDPS Under DoS/DDoS Attacks.
Proceedings of the 2023 International Conference on Advances in Computing Research (ACR'23), 2023

Combining CNNs for the Detection of Diabetic Retinopathy.
Proceedings of the 24th International Arab Conference on Information Technology, 2023

A UAV-Assisted Multirobot Network for Surveillance and Tracking Applications: Design and Implementation.
Proceedings of the 24th International Arab Conference on Information Technology, 2023

A Scalable DES Based Hashing Algorithm.
Proceedings of the 24th International Arab Conference on Information Technology, 2023

Selection of Robust Regional Computed Tomography (CT) Radiomics Features for COVID-19 for AI Based Classification.
Proceedings of the 20th International Multi-Conference on Systems, Signals & Devices, 2023

Heartbeat Classification of Arrhythmia using Hybrid Features Extraction Techniques.
Proceedings of the 20th International Multi-Conference on Systems, Signals & Devices, 2023

Left Ventricle Wall Motion Abnormalities Detection in Cardiac MRI.
Proceedings of the 20th International Multi-Conference on Systems, Signals & Devices, 2023

A Microcontroller-based System for Lighting Control in an Office Building using IoT.
Proceedings of the 20th International Multi-Conference on Systems, Signals & Devices, 2023

Cooperative PSO Heuristic for System Identification Beyond MSE Boundary in Ad-Hoc Network.
Proceedings of the 20th International Multi-Conference on Systems, Signals & Devices, 2023

2022
A Multitone Model-Based Seismic Data Compression.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Human Immune-Based Intrusion Detection and Prevention System for Fog Computing.
J. Netw. Syst. Manag., 2022

Robust Concurrent Detection of Salt Domes and Faults in Seismic Surveys Using an Improved UNet Architecture.
IEEE Access, 2022

sEMG Features Selection by a Chaotic Salp Swarm Algorithm for Hand Gestures Classification.
Proceedings of the 19th International Multi-Conference on Systems, Signals & Devices, 2022

Modeling and Robust Computed Torque Control for Lower Limb Exoskeleton Contacting with Ground.
Proceedings of the 19th International Multi-Conference on Systems, Signals & Devices, 2022

Support Vector Machine for Heart Beats Classification Based on Robust Filtering.
Proceedings of the 19th International Multi-Conference on Systems, Signals & Devices, 2022

2021
An energy efficient IoD static and dynamic collision avoidance approach based on gradient optimization.
Ad Hoc Networks, 2021

Wind Speed Forecasting Using the Stationary Wavelet Transform and Quaternion Adaptive-Gradient Methods.
IEEE Access, 2021

Report on the EUVIP 2021 Panel Session : Visual Information Processing and Machine Learning at the Crossroads.
Proceedings of the 9th European Workshop on Visual Information Processing, 2021

On the Early Detection of COVID19 using Advanced Machine Learning Techniques: A Review.
Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

An RFID-Based Monitoring and Localization System for Dementia Patients.
Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

2020
An improved Weber-face-based method for face recognition under uncontrolled illumination conditions.
Int. J. Biom., 2020

Self-Supervised Annotation of Seismic Images Using Latent Space Factorization.
Proceedings of the IEEE International Conference on Image Processing, 2020

Multiple Events Detection In Seismic Structures Using A Novel U-Net Variant.
Proceedings of the IEEE International Conference on Image Processing, 2020

No-ReferenceColor Image Quality Assessment Using HOSVD Based Features and Neural Networks.
Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

2019
Color image segmentation by combining the convex active contour and the Chan Vese model.
Pattern Anal. Appl., 2019

Characterization of migrated seismic volumes using texture attributes: a comparative study.
CoRR, 2019

A Novel Ranking Algorithm of Enhanced Images using a Convolutional Neural Network and a Saliency-based Patch Selection Scheme.
Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 2019

An IoT Based Inventory System for High Value Laboratory Equipment.
Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019

Bilateral Filters with Elliptical Gaussian Kernels for Seismic Surveys Denoising.
Proceedings of the 5th International Conference on Frontiers of Signal Processing, 2019

An IOT based Wearable Smart Glove for Remote Monitoring of Rheumatoid Arthritis Patients.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

An IOT based sensing system for remote monitoring of PV panels.
Proceedings of the 16th International Multi-Conference on Systems, Signals & Devices, 2019

An Optimal Set of Features for Multi-Class Heart Beat Abnormality Classification.
Proceedings of the 16th International Multi-Conference on Systems, Signals & Devices, 2019

2018
A Distributed Principal Component Analysis Compression for Smart Seismic Acquisition Networks.
IEEE Trans. Geosci. Remote. Sens., 2018

Subsurface Structure Analysis Using Computational Interpretation and Learning: A Visual Signal Processing Perspective.
IEEE Signal Process. Mag., 2018

Subsurface structure analysis using computational interpretation and learning: A visual signal processing perspective.
CoRR, 2018

A comparative study of texture attributes for characterizing subsurface structures in seismic volumes.
CoRR, 2018

Classifiers Combination Techniques: A Comprehensive Review.
IEEE Access, 2018

A Hybrid Unsupervised Segmentation Algorithm for Arabic Speech Using Feature Fusion and a Genetic Algorithm (July 2018).
IEEE Access, 2018

Variable Step-Size Discrete Cosine Transform Diffusion LMS over Multi-task Networks.
Proceedings of the 4th International Conference on Frontiers of Signal Processing, 2018

Fault Detection Using Attention Models Based on Visual Saliency.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Ceed - A Database for Image Contrast Enhancement Evaluation.
Proceedings of the Colour and Visual Computing Symposium, 2018

A Multiclass Epilepsy Identification Technique Using Wavelet-Based Features.
Proceedings of the 15th International Multi-Conference on Systems, Signals & Devices, 2018

A Bilingual Emotion Recognition System Using Deep Learning Neural Networks.
Proceedings of the 15th International Multi-Conference on Systems, Signals & Devices, 2018

2017
Towards the design of a consistent image contrast enhancement evaluation measure.
Signal Process. Image Commun., 2017

A critical survey of state-of-the-art image inpainting quality assessment metrics.
J. Vis. Commun. Image Represent., 2017

Phase Congruency for image understanding with applications in computational seismic interpretation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A detailed analysis of photovoltaic panel hot spot phenomena based on the bishop model.
Proceedings of the 14th International Multi-Conference on Systems, 2017

Dual LMCs fusion for recognition of isolated Arabic sign language words.
Proceedings of the 14th International Multi-Conference on Systems, 2017

2016
A new wavelet based efficient image compression algorithm using compressive sensing.
Multim. Tools Appl., 2016

Salt-Dome Detection Using a Codebook-Based Learning Model.
IEEE Geosci. Remote. Sens. Lett., 2016

A comprehensive performance evaluation of objective quality metrics for contrast enhancement techniques.
Proceedings of the 6th European Workshop on Visual Information Processing, 2016

Arabie sign language recognition using the Microsoft Kinect.
Proceedings of the 13th International Multi-Conference on Systems, Signals & Devices, 2016

2015
A bibliography of pixel-based blind image forgery detection techniques.
Signal Process. Image Commun., 2015

An information based framework for performance evaluation of image enhancement methods.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

An image compression algorithm using reordered wavelet coefficients with compressive sensing.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

A hybrid approach for salt dome detection in 2D and 3D seismic data.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A multilevel memory-assisted lossless compression algorithm for medical images.
Proceedings of the 23rd European Signal Processing Conference, 2015

A critical look to some contrast enhancement evaluation measures.
Proceedings of the Colour and Visual Computing Symposium, 2015

Prototype Arabic Sign language recognition using multi-sensor data fusion of two leap motion controllers.
Proceedings of the 12th IEEE International Multi-Conference on Systems, Signals & Devices, 2015

2014
Image-Based and Sensor-Based Approaches to Arabic Sign Language Recognition.
IEEE Trans. Hum. Mach. Syst., 2014

Unveiling the Hidden Assumptions of Energy Detector Based Spectrum Sensing for Cognitive Radios.
IEEE Commun. Surv. Tutorials, 2014

Arabic sign language recognition using the leap motion controller.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

A Ubiquitous Telehealth System for the Elderly.
Proceedings of the Internet of Things. User-Centric IoT, 2014

Automatic fault tracking across seismic volumes via tracking vectors.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A memory-assisted lossless compression algorithm for medical images.
Proceedings of the IEEE International Conference on Acoustics, 2014

A fast no reference image quality assessment using laws texture moments.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Robust image segmentation based on convex active contours and the Chan Vese model.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

A review on copy move image forgery detection techniques.
Proceedings of the IEEE 11th International Multi-Conference on Systems, Signals & Devices, 2014

A survey of image-based Arabic sign language recognition.
Proceedings of the IEEE 11th International Multi-Conference on Systems, Signals & Devices, 2014

2013
A new histogram-based estimation technique of entropy and mutual information using mean squared error minimization.
Comput. Electr. Eng., 2013

A multi-classifier image based vacant parking detection system.
Proceedings of the 20th IEEE International Conference on Electronics, 2013

2012
A hybrid system for distortion classification and image quality evaluation.
Signal Process. Image Commun., 2012

Wireless Sensor Networks for Pilgrims Tracking.
IEEE Embed. Syst. Lett., 2012

A signer-independent Arabic Sign Language recognition system using face detection, geometric features, and a Hidden Markov Model.
Comput. Electr. Eng., 2012

A new scheme for no reference image quality assessment.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

A real-time license plate recognition system for Saudi Arabia using LabVIEW.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

A hybrid RFID-LPR system for vehicle access control during Pilgrimage season in Saudi Arabia.
Proceedings of the International Multi-Conference on Systems, Signals & Devices, 2012

2011
A Reduced Reference Image Quality Metric based on feature fusion and neural networks.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
A novel speaker identification algorithm using classifiers fusion.
Proceedings of the 10th International Conference on Information Sciences, 2010

A distortion-based ranking of image quality indices using mutual information.
Proceedings of the 10th International Conference on Information Sciences, 2010

A fast Geodesic Active Contour model for medical images segmentation using prior analysis.
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

Statistical Modeling of Image Degradation Based on Quality Metrics.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A universal Full Reference image Quality Metric based on a neural fusion approach.
Proceedings of the International Conference on Image Processing, 2010

Image distortion analysis and classification scheme using a neural approach.
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

Classification of image distortions using image quality metrics and linear discriminant analysis.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Multiuser channel estimation for closely spaced multipath CDMA signals using the unscented Kalman filter.
Int. J. Ultra Wideband Commun. Syst., 2009

Sigma Point Kalman Filters for multipath channel estimation in CDMA networks.
Proceedings of the 2009 6th International Symposium on Wireless Communication Systems, 2009

Closely Spaced Multipath Channel Estimation in CDMA Networks Using Divided Difference Filter.
Proceedings of the Communication and Networking, 2009

2008
A Unified Approach to BER Analysis of Synchronous Downlink CDMA Systems with Random Signature Sequences in Fading Channels with Known Channel Phase.
EURASIP J. Adv. Signal Process., 2008

2007
3D registration using a new implementation of the ICP algorithm based on a comprehensive lookup matrix: Application to medical imaging.
Pattern Recognit. Lett., 2007

Improved VSF Algorithm for Smooth Surface Reconstruction from Sparse Medical Data.
J. Comput. Inf. Technol., 2007

Analysis of multiple access interference in synchronous downlink CDMA systems with random signature sequences in AWGN and fading environments.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Multimodal medical image registration using a novel implementation of the ICP algorithm.
Proceedings of the 15th European Signal Processing Conference, 2007

Arabic Sign Language Recognition an Image-Based Approach.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

A New Approach to Face Localization in the HSV Space Using the Gaussian Model.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006
A Novel Audio Coding Scheme Using Warped Linear Prediction Model and the Discrete Wavelet Transform.
IEEE Trans. Speech Audio Process., 2006

A New Algorithm For Speaker Identification Using The Dempster-Shafer Theory Of Evidence.
Proceedings of the 2006 International Conference on Image Processing, 2006

A new implementation of the ICP algorithm for 3D surface registration using a comprehensive look up matrix.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Soft Constraint Satisfaction Multimodulus Blind Equalization Algorithms.
IEEE Signal Process. Lett., 2005

Image based arabic sign language recognition.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005

Robust human face detection in complex color images.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Multi-Channel Subspace Mapping Using an Information Maximization Criterion.
Multidimens. Syst. Signal Process., 2004

Wideband audio compression using wrapped linear prediction and the discrete wavelet transform.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

A Low Complexity Iris Identification Algorithm using Fourier Descriptors and Neural Networks.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2004

2003
A new mutual information based measure for feature selection.
Intell. Data Anal., 2003

Interpolative coding of speech parameters using hierarchical temporal decomposition.
Digit. Signal Process., 2003

Preliminary investigation into the use of the cross Wigner-Ville distribution to detect high impedance earth faults in power systems.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Warped ARMA filters in high quality audio coding.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

A bitstream scalable audio coder using a hybrid WLPC-wavelet representation.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
A novel fingerprint image compression technique using wavelets packets and pyramid lattice vector quantization.
IEEE Trans. Image Process., 2002

A New Technique for Combining Multiple Classifiers using The Dempster-Shafer Theory of Evidence.
J. Artif. Intell. Res., 2002

Feature Selection sing a Mutual Information Based Measure.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

A new audio coder using a warped linear prediction model and the wavelet transform.
Proceedings of the IEEE International Conference on Acoustics, 2002

A new algorithm for multi-channel EEG signal analysis using mutual information.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Wideband audio compression using a combined wavelet and WLPC representation.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001

A high impedance fault detector using a neural network and subband decomposition.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001

An optimal feature selection technique using the concept of mutual information.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001

A hybrid LP-harmonics model for low bit-rate speech compression with natural quality.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001

A Dempster-Shafer theory of evidence approach for combining trained neural networks.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

A new algorithm for EEG feature selection using mutual information.
Proceedings of the IEEE International Conference on Acoustics, 2001

A robust technique for harmonic analysis of speech.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Mammographic Image Segmentation Using a Tissue-Mixture Model and Markov Random Fields.
Proceedings of the 2000 International Conference on Image Processing, 2000

A hybrid information maximisation (HIM) algorithm for optimal feature selection from multi-channel data.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Multirate systems: an introduction, operation and applications.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

Performance analysis of normalized least mean p-norm lattice algorithm for alpha-stable processes.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

An improved model for speech excitation using time-frequency characterisation.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

A new approach to low bit rate audio coding using a combined harmonic-multiband-wavelet representation.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

Riding the wave of new strategies in engineering education.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

A novel approach to speech segmentation using the wavelet transform.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

A novel pitch estimation technique using the Teager energy function.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

A Novel Fingerprint Image Compression Technique Using the Wavelet Transform and Piecewise-Uniform Pyramid Lattice Vector Quantisation.
Proceedings of the 1999 International Conference on Image Processing, 1999

1998
Interpolation of pitch contour using temporal decomposition.
Int. J. Speech Technol., 1998

Hierarchical temporal decomposition: a novel approach to efficient compression of spectral characteristics of speech.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

A new approach to modeling excitation in very low-rate speech coding.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Hybrid LPC and discrete wavelet transform audio coding with a novel bit allocation algorithm.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
An efficient quantization technique for wavelet coefficients of fingerprint images.
Signal Process., 1997

On modeling event functions in temporal decomposition based speech coding.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Fingerprint compression using a piecewise-uniform pyramid lattice vector quantization.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Comparative study of different parameters for temporal decomposition based speech coding.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

New results in low bitrate audio coding using a combined harmonic-wavelet representation.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Scale-Space Properties of the Multiscale Morphological Dilation-Erosion.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

Performance Analysis of Fingerprint Compression Using an Efficient Wavelet Transform Algorithm.
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996

Formant Detection Through Instantaneous-frequency Estimation Using Recursive Least Square Algorithm.
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996

The Effect Of Different Parameter Sets On Reconstructed Speech Quality Using Temporal Decomposition.
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996

Multiresolution Source Coding of High Quality Digital Audio Using Perfect Reconstruction M-Band Filter Banks.
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996

A new approach to very low-rate speech coding using temporal decomposition.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Audio coding using the wavelet packet transform and a combined scalar-vector quantization.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Space curve recognition based on the wavelet transform and string-matching techniques.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

High quality audio coding using multipulse LPC and wavelet decomposition.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Morphological scale-space fingerprints and their use in object recognition in range images.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

AR parameter estimation from noisy data using the EM algorithm.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Maximum likelihood estimation of the parameters of discrete fractionally differenced Gaussian noise process.
IEEE Trans. Signal Process., 1993

Signal modeling with filtered discrete fractional noise processes.
IEEE Trans. Signal Process., 1993

An eigenstructure approach to edge detection.
IEEE Trans. Image Process., 1993

Filtered fractals in signal modeling.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993

19 Multiscale signal processing techniques: A review.
Proceedings of the Signal Processing and its Applications., 1993

1991
Maximum likelihood estimation of the fractal dimensions of stochastic fractals and Cramer-Rao bounds.
Proceedings of the 1991 International Conference on Acoustics, 1991


  Loading...