Mohamed Hammami

Orcid: 0000-0003-3580-0473

According to our database1, Mohamed Hammami authored at least 116 papers between 2003 and 2024.

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

Timeline

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Bibliography

2024
Person re-identification from UAVs based on Deep hybrid features: Application for intelligent video surveillance.
Signal Image Video Process., November, 2024

MOD-IR: moving objects detection from UAV-captured video sequences based on image registration.
Multim. Tools Appl., May, 2024

Multimodal Approach Based on Autistic Child Behavior Analysis for Meltdown Crisis Detection.
Proceedings of the 19th International Conference on Software Technologies, 2024

2023
A Review of Vision-based Abnormal Human Activity Analysis for Elderly Emergency Detection.
Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023

Human Activity Dataset of Top Frequent Elderly Emergencies for Monitoring Applications using Kinect.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Person Activity Classification from an Aerial Sensor Based on a Multi-level Deep Features.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2023

2022
Data warehouse building to support opinion analysis in social media.
Soc. Netw. Anal. Min., 2022

TIR-GAN: Thermal Images Restoration Using Generative Adversarial Network.
Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

Deep Learning and Kinect Skeleton-based Approach for Fall Prediction of Elderly Physically Disabled.
Proceedings of the 19th IEEE/ACS International Conference on Computer Systems and Applications, 2022

2021
Student behavior analysis to measure engagement levels in online learning environments.
Signal Image Video Process., 2021

Multi-shot person re-identification based on appearance and spatial-temporal cues in a large camera network.
Mach. Vis. Appl., 2021

A comparative study of Autistic Children Emotion recognition based on Spatio-Temporal and Deep analysis of facial expressions features during a Meltdown Crisis.
Multim. Tools Appl., 2021

Facial micro-expression recognition based on accordion spatio-temporal representation and random forests.
J. Vis. Commun. Image Represent., 2021

Person re-identification based on gait via Part View Transformation Model under variable covariate conditions.
J. Vis. Commun. Image Represent., 2021

A new emotion-based affective model to detect student's engagement.
J. King Saud Univ. Comput. Inf. Sci., 2021

Automatic enrolment for gait-based person re-identification under various view angles.
Int. J. Biom., 2021

Abnormal crowd density estimation in aerial images based on the deep and handcrafted features fusion.
Expert Syst. Appl., 2021

CROSA: Context-aware cloud service ranking approach using online reviews based on sentiment analysis.
Concurr. Comput. Pract. Exp., 2021

Crowd Behavior Analysis based on Convolutional Neural Network: Social Distancing Control COVID-19.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Deep Semantic Attributes for People Search.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

BiMPeR: A Novel Bi-Model Person Re-identification Method based on the Appearance and the Gait Features.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Suspicious Person Retrieval from UAV-sensors based on part level deep features.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Imbalanced Learning for Robust Moving Object Classification in Video Surveillance Applications.
Proceedings of the Intelligent Systems Design and Applications, 2021

Two-stream deep representation for human action recognition.
Proceedings of the Fourteenth International Conference on Machine Vision, 2021

Deep neural networks for moving object classification in video surveillance applications.
Proceedings of the Fourteenth International Conference on Machine Vision, 2021

2020
Moving object detection under different weather conditions using full-spectrum light sources.
Pattern Recognit. Lett., 2020

Human activity recognition from UAV-captured video sequences.
Pattern Recognit., 2020

Personalized cloud service review analysis based on modularized ontology.
Online Inf. Rev., 2020

Learning local representations for scalable RGB-D face recognition.
Expert Syst. Appl., 2020

Enhancing techniques for learning decision trees from imbalanced data.
Adv. Data Anal. Classif., 2020

Compound Emotion Recognition of Autistic Children During Meltdown Crisis Based on Deep Spatio-Temporal Analysis of Facial Geometric Features.
IEEE Access, 2020

OPTrack: A Novel Online People Tracking System.
Proceedings of the Intelligent Systems Design and Applications, 2020

Using Normal/Abnormal Video Sequence Categorization to Efficient Facial Expression Recognition in the Wild.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

2019
Gait-based person re-identification under covariate factors.
Pattern Anal. Appl., 2019

People search based on attributes description provided by an eyewitness for video surveillance applications.
Multim. Tools Appl., 2019

Abnormal crowd density estimation in aerial images.
J. Electronic Imaging, 2019

Discriminant Patch Representation for RGB-D Face Recognition using Convolutional Neural Networks.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

MeltdownCrisis: Dataset of Autistic Children During Meltdown Crisis.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Impact of sampling on learning asymmetric-entropy decision trees from imbalanced data.
Proceedings of the 23rd Pacific Asia Conference on Information Systems, 2019

Personalized Cloud Service Review Ranking Approach Based on Probabilistic Ontology.
Proceedings of the Business Information Systems - 22nd International Conference, 2019

2018
Human action recognition based on discriminant body regions selection.
Signal Image Video Process., 2018

Multi-level semantic appearance representation for person re-identification system.
Pattern Recognit. Lett., 2018

Facial-expression recognition based on a low-dimensional temporal feature space.
Multim. Tools Appl., 2018

AECID: Asymmetric entropy for classifying imbalanced data.
Inf. Sci., 2018

Face analysis in video: face detection and tracking with pose estimation.
Int. J. Biom., 2018

Spam Detection Approach for Cloud Service Reviews Based on Probabilistic Ontology.
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2018 Conferences, 2018

Towards Opinions analysis method from social media for multidimensional analysis.
Proceedings of the 16th International Conference on Advances in Mobile Computing and Multimedia, 2018

Walking Direction Estimation for Gait Based Applications.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

Abnormal Crowd Behavior Detection Using Speed and Direction Models.
Proceedings of the 9th International Symposium on Signal, Image, Video and Communications, 2018

Towards Micro-expression Recognition Through Pyramid of Uniform Temporal Local Binary Pattern Features.
Proceedings of the Intelligent Systems Design and Applications, 2018

2017
Data warehouse design approaches from social media: review and comparison.
Soc. Netw. Anal. Min., 2017

Fusion of thermal infrared and visible spectra for robust moving object detection.
Pattern Anal. Appl., 2017

Semantic attributes for people's appearance description: an appearance modality for video surveillance applications.
J. Electronic Imaging, 2017

Automatic Recognition of Traffic Signs with 3D Distance Estimation for Intelligent Vehicles.
Int. J. Softw. Innov., 2017

Clustering Based on Two Layers for Abnormal Event Detection in Video Surveillance.
Int. J. Softw. Innov., 2017

Finger Surfaces Recognition Using Rank Level Fusion.
Comput. J., 2017

Adaptive Person Re-identification Based on Visible Salient Body Parts in Large Camera Network.
Comput. J., 2017

Integration of a multidimensional schema from different social media to analyze customers'opinions.
Proceedings of the 11th International Conference on Research Challenges in Information Science, 2017

Adapted pruning scheme for the framework of imbalanced data-sets.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

Abnormal High-Level Event Recognition in Parking lot.
Proceedings of the Intelligent Systems Design and Applications, 2017

Semantic Attribute Classification Related to Gait.
Proceedings of the Intelligent Systems Design and Applications, 2017

SMI-Based Opinion Analysis of Cloud Services from Online Reviews.
Proceedings of the Intelligent Systems Design and Applications, 2017

Facial Expression Recognition Improvement through an Appearance Features Combination.
Proceedings of the ICEIS 2017, 2017

2016
Adaptive moving shadow detection and removal by new semi-supervised learning technique.
Multim. Tools Appl., 2016

Key Frame Selection for Multi-shot Person Re-identification.
Proceedings of the Representations, Analysis and Recognition of Shape and Motion from Imaging Data, 2016

Combined 2d/3d traffic signs recognition and distance estimation.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Multi-nation and Multi-norm License Plates Detection in Real Traffic Surveillance Environment Using Deep Learning.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

A Scalable Patch-Based Approach for RGB-D Face Recognition.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Moving object classification in infrared and visible spectra.
Proceedings of the Ninth International Conference on Machine Vision, 2016

A Comparative Study of Vision-Based Traffic Signs Recognition Methods.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Clustering-Based Abnormal Event Detection: Experimental Comparison for Similarity Measures' Efficiency.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Data warehouse design from social media for opinion analysis: The case of Facebook and Twitter.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

An improved traffic signs recognition and tracking method for driver assistance system.
Proceedings of the 15th IEEE/ACIS International Conference on Computer and Information Science, 2016

2015
Face Recognition Through Different Facial Expressions.
J. Signal Process. Syst., 2015

Intelligent Fusion of Infrared and Visible Spectrum for Video Surveillance Application.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Combined MPEG7 Color Descriptors for Image Classification: Bypassing the Training Phase.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014
Selection of discriminative sub-regions for palmprint recognition.
Multim. Tools Appl., 2014

A New Appearance Signature for Real Time Person Re-identification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

2013
On line background modeling for moving object segmentation in dynamic scenes.
Multim. Tools Appl., 2013

An Improved Lane Detection and Tracking Method for Lane Departure Warning Systems.
Int. J. Comput. Vis. Image Process., 2013

Data-mining process: application for hand detection in contact free settings.
IET Image Process., 2013

Data Mining-based Facial Expressions Recognition System.
Proceedings of the Twelfth Scandinavian Conference on Artificial Intelligence, 2013

Mutual information-based facial expression recognition.
Proceedings of the Sixth International Conference on Machine Vision, 2013

Automatic Facial Expression Recognition System.
Proceedings of the ACS International Conference on Computer Systems and Applications, 2013

Contactless hand detection in complex image based on data-mining process.
Proceedings of the ACS International Conference on Computer Systems and Applications, 2013

Real-Time Face Pose Estimation in Challenging Environments.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012
Real Time Face Detection Based on Motion and Skin Color Information.
Proceedings of the 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, 2012

Sfax-Miracl Hand Database for Contactless Hand Biometrics Applications.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012

Tracking Moving Objects in Road Traffic Sequences.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012

Cast Shadow Detection Based on Semi-supervised Learning.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

Multi-constraints Face Detect-Track System.
Proceedings of the Computer Information Systems and Industrial Management, 2012

2011
A Comparative Study of Proposed Moving Object Detection Methods.
J. Next Gener. Inf. Technol., 2011

Palmprint Recognition based on Regions Selection.
Proceedings of the VISAPP 2011, 2011

RoadGuard - Highway Control and Management System.
Proceedings of the VISAPP 2011, 2011

A Lane Detection and Tracking Method for Driver Assistance System.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

A generic obstacle detection method for collision avoidance.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2011

A Comparative Study of Vision-Based Lane Detection Methods.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010
Classification of violent web images using context based analysis.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Accurate Background Modeling for Moving Object Detection in a Dynamic Scene.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

2009
Violent Web images classification based on MPEG7 color descriptors.
Proceedings of the IEEE International Conference on Systems, 2009

Face recognition based on facial feature training.
Proceedings of the 7th IEEE/ACS International Conference on Computer Systems and Applications, 2009

An Artificial Vision-Based Lane Detection Algorithm.
Proceedings of the 2nd International Conference on Computer Science and its Applications, 2009

2008
Automatic violent content web filtering approach based on the KDD process.
Int. J. Web Inf. Syst., 2008

WebAngels Filter: A Violent Web Filtering Engine Using Textual and Structural Content-Based Analysis.
Proceedings of the Advances in Data Mining. Medical Applications, 2008

2007
Using a Semi-automatic Keyword Dictionary for Improving Violent Web Site Filtering.
Proceedings of the Third International IEEE Conference on Signal-Image Technologies and Internet-Based System, 2007

Combining Classifiers for Web Violent Content Detection and Filtering.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Filtrage des sites Web à caractère violent par analyse du contenu textuel et structurel.
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

2006
WebGuard: A Web Filtering Engine Combining Textual, Structural, and Visual Content-Based Analysis.
IEEE Trans. Knowl. Data Eng., 2006

2005
Using Visual Content-based Analysis with Textual and Structural Analysis for Improving Web Filtering.
Int. J. Web Inf. Syst., 2005

WebGuard: An Adult Content Detection and Filtering System.
Int. J. Bus. Data Commun. Netw., 2005

2004
Adult content Web filtering and face detection using data-mining based kin-color model.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Data-Mining Based Skin-Color Modeling Using the ECL Skin-Color Images Database.
Proceedings of the Computational Science, 2004

Classification automatique d'images.
Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004

2003
WebGuard: Web Based Adult Content Detection and Filtering System.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Combining Text and Image Analysis in the Web Filtering System "Webguard".
Proceedings of the IADIS International Conference WWW/Internet 2003, 2003

Détection des régions de couleur de peau dans l'image.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003


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