M. Sami Zitouni

Orcid: 0000-0001-7629-8702

Affiliations:
  • University of Dubai, College of Engineering and IT, UAE
  • Khalifa University, Visual Signal Analysis and Processing Research Center, VSAP, Department of Electrical and Computer Engineering, UAE


According to our database1, M. Sami Zitouni authored at least 30 papers between 2013 and 2024.

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

Timeline

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Bibliography

2024
SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification.
CoRR, 2024

2023
LSTM-Modeling of Emotion Recognition Using Peripheral Physiological Signals in Naturalistic Conversations.
IEEE J. Biomed. Health Informatics, February, 2023

Attention Based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Machine Learning for Spatiotemporal Mapping and Monitoring of Mangroves and Shoreline Changes Along a Coastal Arid Region.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

PolSAR Image Classification Using Attention Based Shallow to Deep Convolutional Neural Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Robust Change Detection Methodology for Flood Events Using SAR Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Predicting Temperature Change in the UAE using Linear Regression and the LSTM Method.
Proceedings of the 6th International Conference on Signal Processing and Information Security, 2023

An Enhanced UNet Model to Detect Water Bodies From Remote Sensing Data.
Proceedings of the International Conference on Information Technology, 2023

Forecasting Global Mean Sea Level Rise using Autoregressive Models.
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

2022
A Data Association Model for Analysis of Crowd Structure.
Int. J. Appl. Math. Comput. Sci., 2022

Privacy Aware Affective State Recognition From Visual Data.
IEEE Access, 2022

Piezoelectric Energy Harvesting for Wearable and Implantable Devices.
Proceedings of the 5th International Conference on Signal Processing and Information Security, 2022

Magnetic and Piezoelectric Energy Harvesting for Autonomous Bionic Systems.
Proceedings of the 5th International Conference on Signal Processing and Information Security, 2022

On Formal Models of Interactions Between Detectors and Trackers in Crowd Analysis Tasks.
Proceedings of the Computer Vision and Graphics, 2022

Depressed Patients Identification Using Cardiovascular Signals.
Proceedings of the Computing in Cardiology, 2022

2021
Arousal-Valence Classification from Peripheral Physiological Signals Using Long Short-Term Memory Networks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Emotion Recognition in the Wild from Long-term Heart Rate Recording using Wearable Sensor and Deep Learning Ensemble Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Towards understanding socio-cognitive behaviors of crowds from visual surveillance data.
Multim. Tools Appl., 2020

Video-Surveillance Tools for Monitoring Social Responsibility Under Covid-19 Restrictions.
Proceedings of the Computer Vision and Graphics - International Conference, 2020

Mid-level Features for Categorization of Social Interactions in Public Spaces.
Proceedings of the 16th International Conference on Control, 2020

2019
Visual analysis of socio-cognitive crowd behaviors for surveillance: A survey and categorization of trends and methods.
Eng. Appl. Artif. Intell., 2019

CNN-Based Analysis of Crowd Structure using Automatically Annotated Training Data.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018
On the role and the importance of features for background modeling and foreground detection.
Comput. Sci. Rev., 2018

2017
Linear and Circular Microphone Array for Remote Surveillance: Simulated Performance Analysis.
CoRR, 2017

Dynamic textures based target detection for PTZ camera sequences.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

2016
Advances and trends in visual crowd analysis: A systematic survey and evaluation of crowd modelling techniques.
Neurocomputing, 2016

Robust Background Modeling and Foreground Detection using Dynamic Textures.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

2015
Hierarchical Crowd Detection and Representation for Big Data Analytics in Visual Surveillance.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

A robust histogram-based image segmentation ASIC design for System-on-Chip using 65nm technology.
Proceedings of the International Conference on Communications, 2015

2013
Simulated analysis and hardware implementation of voiceband circular microphone array.
Proceedings of the 20th IEEE International Conference on Electronics, 2013


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