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ORCIDM. Sami Zitouni
Person information
- affiliation: University of Dubai, College of Engineering and IT, UAE
- affiliation: Khalifa University, Visual Signal Analysis and Processing Research Center, VSAP, Department of Electrical and Computer Engineering, UAE
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Journal Articles
- 2023
[j7]M. Sami Zitouni
, Cheul Young Park, Uichin Lee, Leontios J. Hadjileontiadis, Ahsan Khandoker:
LSTM-Modeling of Emotion Recognition Using Peripheral Physiological Signals in Naturalistic Conversations. IEEE J. Biomed. Health Informatics 27(2): 912-923 (2023)- 2022
- [j6]M. Sami Zitouni, Peter Lee, Uichin Lee, Leontios J. Hadjileontiadis, Ahsan Khandoker:
Privacy Aware Affective State Recognition From Visual Data. IEEE Access 10: 40620-40628 (2022) - [j5]M. Sami Zitouni, Andrzej Sluzek:
A Data Association Model for Analysis of Crowd Structure. Int. J. Appl. Math. Comput. Sci. 32(1): 81-94 (2022) - 2020
- [j4]M. Sami Zitouni, Andrzej Sluzek, Harish Bhaskar:
Towards understanding socio-cognitive behaviors of crowds from visual surveillance data. Multim. Tools Appl. 79(3-4): 1781-1799 (2020) - 2019
- [j3]M. Sami Zitouni, Andrzej Sluzek, Harish Bhaskar:
Visual analysis of socio-cognitive crowd behaviors for surveillance: A survey and categorization of trends and methods. Eng. Appl. Artif. Intell. 82: 294-312 (2019) - 2018
- [j2]Thierry Bouwmans, Caroline Silva, Cristina Marghes, Mohammed Sami Zitouni, Harish Bhaskar, Carl Frélicot:
On the role and the importance of features for background modeling and foreground detection. Comput. Sci. Rev. 28: 26-91 (2018) - 2016
- [j1]M. Sami Zitouni, Harish Bhaskar, Jorge Manuel Miranda Dias, Mohammed E. Al-Mualla:
Advances and trends in visual crowd analysis: A systematic survey and evaluation of crowd modelling techniques. Neurocomputing 186: 139-159 (2016)
Conference and Workshop Papers
- 2023
- [c21]Leena El Neel, M. Sami Zitouni, Husamuldin Mukhtar, Hussain Al-Ahmad:
Forecasting Global Mean Sea Level Rise using Autoregressive Models. ICECS 2023: 1-4 - [c20]Mina Al-Saad, Nour Aburaed, Mohammed Q. Alkhatib, Mohammad Sami Zitouni, Hussain Al-Ahmad:
An Enhanced UNet Model to Detect Water Bodies From Remote Sensing Data. ICIT 2023: 411-415 - [c19]Abdulrahman Alabdouli, Husameldin Mukhtar, M. Sami Zitouni:
Predicting Temperature Change in the UAE using Linear Regression and the LSTM Method. ICSPIS 2023: 1-4 - [c18]Mina Al-Saad, Nour Aburaed, M. Sami Zitouni, Mohammed Q. Alkhatib, Saeed Al-Mansoori, Hussain Al-Ahmad:
A Robust Change Detection Methodology for Flood Events Using SAR Images. IGARSS 2023: 341-344 - [c17]Diena Al Dogom, Basma M. M. Samour, Meera Al Shamsi, Saeed Al-Mansoori, Nour Aburaed, Mohammad Sami Zitouni:
Machine Learning for Spatiotemporal Mapping and Monitoring of Mangroves and Shoreline Changes Along a Coastal Arid Region. IGARSS 2023: 6720-6723 - [c16]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, Mohammad Sami Zitouni, Hussain Al-Ahmad:
PolSAR Image Classification Using Attention Based Shallow to Deep Convolutional Neural Network. IGARSS 2023: 8034-8037 - [c15]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, M. Sami Zitouni, Hussain Al-Ahmad:
Attention Based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification. WHISPERS 2023: 1-5 - 2022
- [c14]M. Sami Zitouni, Ahsan Khandoker:
Depressed Patients Identification Using Cardiovascular Signals. CinC 2022: 1-4 - [c13]Andrzej Sluzek, M. Sami Zitouni:
On Formal Models of Interactions Between Detectors and Trackers in Crowd Analysis Tasks. ICCVG 2022: 17-29 - [c12]Maisam Wahbah, M. Sami Zitouni:
Magnetic and Piezoelectric Energy Harvesting for Autonomous Bionic Systems. ICSPIS 2022: 38-41 - [c11]M. Sami Zitouni, Maisam Wahbah:
Piezoelectric Energy Harvesting for Wearable and Implantable Devices. ICSPIS 2022: 92-96 - 2021
- [c10]Sara A. Nasrat, Uichin Lee, M. Sami Zitouni, Ahsan H. Khandoker, Soowon Kang, Herbert F. Jelinek:
Emotion Recognition in the Wild from Long-term Heart Rate Recording using Wearable Sensor and Deep Learning Ensemble Classification. BIBM 2021: 1676-1678 - [c9]M. Sami Zitouni, Cheul Young Park, Uichin Lee, Leontios J. Hadjileontiadis, Ahsan Khandoker:
Arousal-Valence Classification from Peripheral Physiological Signals Using Long Short-Term Memory Networks. EMBC 2021: 686-689 - 2020
- [c8]M. Sami Zitouni, Andrzej Sluzek:
Mid-level Features for Categorization of Social Interactions in Public Spaces. ICARCV 2020: 1150-1155 - [c7]M. Sami Zitouni, Andrzej Sluzek:
Video-Surveillance Tools for Monitoring Social Responsibility Under Covid-19 Restrictions. ICCVG 2020: 227-239 - 2019
- [c6]M. Sami Zitouni, Andrzej Sluzek, Harish Bhaskar:
CNN-Based Analysis of Crowd Structure using Automatically Annotated Training Data. AVSS 2019: 1-8 - 2017
- [c5]M. Sami Zitouni, Harish Bhaskar, Andrzej Sluzek:
Dynamic textures based target detection for PTZ camera sequences. SMC 2017: 1328-1332 - 2016
- [c4]M. Sami Zitouni, Harish Bhaskar, Mohammed E. Al-Mualla:
Robust Background Modeling and Foreground Detection using Dynamic Textures. VISIGRAPP (4: VISAPP) 2016: 403-410 - 2015
- [c3]Ehab Salahat, Hani H. Saleh, M. Sami Zitouni, Andrzej S. Sluzek, Baker Mohammad, Mahmoud Al-Qutayri, Mohammad Ismail:
A robust histogram-based image segmentation ASIC design for System-on-Chip using 65nm technology. ICCSPA 2015: 1-4 - [c2]M. Sami Zitouni, Jorge Manuel Miranda Dias, Mohammed E. Al-Mualla, Harish Bhaskar:
Hierarchical Crowd Detection and Representation for Big Data Analytics in Visual Surveillance. SMC 2015: 1827-1832 - 2013
- [c1]M. Sami Zitouni, Mohammad Luai Hammadih, Muna Abdulla Al Shehhi, Saif Al Kindi, Nazar T. Ali, Luis Weruaga:
Simulated analysis and hardware implementation of voiceband circular microphone array. ICECS 2013: 508-511
Informal and Other Publications
- 2024
- [i4]Mohammed Q. Alkhatib, M. Sami Zitouni, Mina Al-Saad, Nour Aburaed, Hussain Al-Ahmad:
SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification. CoRR abs/2402.17672 (2024) - 2023
- [i3]Mohammed Q. Alkhatib, Mina Al-Saad, Nour Aburaed, M. Sami Zitouni, Hussain Al-Ahmad:
Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification. CoRR abs/2311.01624 (2023) - 2017
- [i2]Abdulla AlShehhi, Mohammad Luai Hammadih, M. Sami Zitouni, Saif Al Kindi, Nazar T. Ali, Luis Weruaga:
Linear and Circular Microphone Array for Remote Surveillance: Simulated Performance Analysis. CoRR abs/1703.02318 (2017) - 2016
- [i1]Thierry Bouwmans, Caroline Silva, Cristina Marghes, Mohammed Sami Zitouni, Harish Bhaskar, Carl Frélicot:
On the Role and the Importance of Features for Background Modeling and Foreground Detection. CoRR abs/1611.09099 (2016)
Coauthor Index
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