Moving objects detection based on thresholding operations for video surveillance systems. - Omar Elharrouss; Driss Moujahid; Soukaina Elidrissi Elkaitouni; Hamid Tairi (AICCSA, 2015)

Moving object detection using a background modeling based on entropy theory and quad-tree decomposition. - Omar Elharrouss; Driss Moujahid; Samah Elkah; Hamid Tairi (J. Electronic Imaging, 2016)

Visual tracking of a moving object via the soft cosine measure. - Driss Moujahid; Omar Elharrouss; Hamid Tairi (ATSIP, 2017)

Visual object tracking based on disc-harmonic moments features invariants (Withdrawal Notice). - Driss Moujahid; Omar Elharrouss; Hamid Tairi (QCAV, 2017)

Moving object detection zone using a block-based background model. - Omar Elharrouss; Abdelghafour Abbad; Driss Moujahid; Hamid Tairi (IET Comput. Vis., 2018)

Visual object tracking via the local soft cosine similarity. - Driss Moujahid; Omar Elharrouss; Hamid Tairi (Pattern Recognit. Lett., 2018)

MHAD: Multi-Human Action Dataset. - Omar Elharrouss; Noor Almaadeed; Somaya Al-Máadeed (ICICT (1), 2019)

Video Summarization based on Motion Detection for Surveillance Systems. - Omar Elharrouss; Noor Al-Máadeed; Somaya Al-Máadeed (IWCMC, 2019)

A Novel Approach for Robust Multi Human Action Detection and Recognition based on 3-Dimentional Convolutional Neural Networks. - Noor Almaadeed; Omar Elharrouss; Somaya Al-Máadeed; Ahmed Bouridane; Azeddine Beghdadi (CoRR, 2019)

Application of MEEMD in post-processing of dimensionality reduction methods for face recognition. - Abdelghafour Abbad; Omar Elharrouss; Khalid Abbad; Hamid Tairi (IET Biom., 2019)

VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. - Dawei Du; Longyin Wen; Pengfei Zhu 001; Heng Fan 001; Qinghua Hu; Haibin Ling; Mubarak Shah; Junwen Pan; Ali Al-Ali; Amr Mohamed 001; Bakour Imene; Bin Dong 006; et al. (ECCV Workshops (4), 2020)

LFR face dataset: Left-Front-Right dataset for pose-invariant face recognition in the wild. - Omar Elharrouss; Noor Almaadeed; Somaya Al-Máadeed (ICIoT, 2020)

An image steganography approach based on k-least significant bits (k-LSB). - Omar Elharrouss; Noor Almaadeed; Somaya Al-Máadeed (ICIoT, 2020)

An encoder-decoder-based method for COVID-19 lung infection segmentation. - Omar Elharrouss; Nandhini Subramanian; Somaya Al-Máadeed (CoRR, 2020)

Image Inpainting: A Review. - Omar Elharrouss; Noor Almaadeed; Somaya Al-Máadeed; Younes Akbari (Neural Process. Lett., 2020)

Face-Fake-Net: The Deep Learning Method for Image Face Anti-Spoofing Detection : Paper ID 45. - Mays Alshaikhli; Omar Elharrouss; Somaya Al-Máadeed; Ahmed Bouridane (EUVIP, 2021)

DeepWTPCA-L1: A New Deep Face Recognition Model Based on WTPCA-L1 Norm Features. - Ayyad Maafiri; Omar Elharrouss; Saad Rfifi; Somaya Ali Al-Máadeed; Khalid Chougdali (IEEE Access, 2021)

End-to-End Image Steganography Using Deep Convolutional Autoencoders. - Nandhini Subramanian; Ismahane Cheheb; Omar Elharrouss; Sumaya Ali S. A. Al-Máadeed; Ahmed Bouridane (IEEE Access, 2021)

Image Steganography: A Review of the Recent Advances. - Nandhini Subramanian; Omar Elharrouss; Somaya Al-Máadeed; Ahmed Bouridane (IEEE Access, 2021)

Applications, databases and open computer vision research from drone videos and images: a survey. - Younes Akbari; Noor Almaadeed; Somaya Al-Máadeed; Omar Elharrouss (Artif. Intell. Rev., 2021)

A combined multiple action recognition and summarization for surveillance video sequences. - Omar Elharrouss; Noor Almaadeed; Somaya Al-Máadeed; Ahmed Bouridane; Azeddine Beghdadi (Appl. Intell., 2021)

Panoptic Segmentation: A Review. - Omar Elharrouss; Somaya Al-Máadeed; Nandhini Subramanian; Najmath Ottakath; Noor Almaadeed; Yassine Himeur (CoRR, 2021)

A review of video surveillance systems. - Omar Elharrouss; Noor Almaadeed; Somaya Al-Máadeed (J. Vis. Commun. Image Represent., 2021)

Encoder-Decoder Architecture for Ultrasound IMC Segmentation and cIMT Measurement. - Aisha Al-Mohannadi; Somaya Al-Máadeed; Omar Elharrouss; Kishor Kumar Sadasivuni (Sensors, 2021)

Drone-SCNet: Scaled Cascade Network for Crowd Counting on Drone Images. - Omar Elharrouss; Noor Almaadeed; Khalid Abualsaud; Ali Al-Ali; Amr Mohamed 001; Tamer Khattab; Somaya Al-Máadeed (IEEE Trans. Aerosp. Electron. Syst., 2021)

Gait recognition for person re-identification. - Omar Elharrouss; Noor Al-Máadeed; Somaya Al-Máadeed; Ahmed Bouridane (J. Supercomput., 2021)

Crowd counting Using DRL-based segmentation and RL-based density estimation. - Omar Elharrouss; Noor Almaadeed; Somaya Almaadeed; Khalid Abualsaud; Amr Mohamed 001; Tamer Khattab (AVSS, 2022)

Inception-based Deep Learning Architecture for 3D Point Cloud Completion. - Houda Saffi; Youssef Hmamouche; Omar Elharrouss; Amal El Fallah Seghrouchni (AVSS, 2022)

Evolution of Internet of Things From Blockchain to IOTA: A Survey. - Mays Alshaikhli; Tarek Elfouly; Omar Elharrouss; Amr Mohamed 001; Najmath Ottakath (IEEE Access, 2022)

FSC-Set: Counting, Localization of Football Supporters Crowd in the Stadiums. - Omar Elharrouss; Noor Almaadeed; Khalid Abualsaud; Somaya Al-Máadeed; Ali Al-Ali; Amr Mohamed 001 (IEEE Access, 2022)

LWKPCA: A New Robust Method for Face Recognition Under Adverse Conditions. - Ayyad Maafiri; Ahmed Bir-Jmel; Omar Elharrouss; Fouad Khelifi; Khalid Chougdali (IEEE Access, 2022)

BEMD-3DCNN-based method for COVID-19 detection. - Ali Riahi; Omar Elharrouss; Somaya Al-Máadeed (Comput. Biol. Medicine, 2022)

A review of deep learning-based detection methods for COVID-19. - Nandhini Subramanian; Omar Elharrouss; Somaya Al-Máadeed; Muhammad Enamul Hoque Chowdhury (Comput. Biol. Medicine, 2022)

Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches. - Omar Elharrouss; Younes Akbari; Noor Almaadeed; Somaya Al-Máadeed (CoRR, 2022)

Digital forensic analysis for source video identification: A survey. - Younes Akbari; Somaya Al-Máadeed; Omar Elharrouss; Fouad Khelifi; Ashref Lawgaly; Ahmed Bouridane (Digit. Investig., 2022)

ViDMASK dataset for face mask detection with social distance measurement. - Najmath Ottakath; Omar Elharrouss; Noor Almaadeed; Somaya Al-Máadeed; Amr Mohamed 001; Tamer Khattab; Khalid Abualsaud (Displays, 2022)

Pose-invariant face recognition with multitask cascade networks. - Omar Elharrouss; Noor Almaadeed; Somaya Al-Máadeed; Fouad Khelifi (Neural Comput. Appl., 2022)

Image Generation: A Review. - Mohamed Elasri; Omar Elharrouss; Somaya Al-Máadeed; Hamid Tairi (Neural Process. Lett., 2022)

An Encoder-Decoder-Based Method for Segmentation of COVID-19 Lung Infection in CT Images. - Omar Elharrouss; Nandhini Subramanian; Somaya Al-Máadeed (SN Comput. Sci., 2022)

Attention-based Network for Image/Video Salient Object Detection. - Omar Elharrouss; Soukaina Elidrissi Elkaitouni; Younes Akbari; Somaya Al-Máadeed; Ahmed Bouridane (EUVIP, 2023)

Intelligent Brain Tumor Detector. - Mostafa Abdelhamid; Mohammed Alhato; Ali Elmancy; Somaya Al-Máadeed; Omar Elharrouss (ISNCC, 2023)

Indoor Multi-Lingual Scene Text Database with Different Views. - Younes Akbari; Jayakanth Kunhoth; Omar Elharrouss; Somaya Al-Máadeed; Khalid Abualsaud; Amr Mohamed 001; Tamer Khattab (ISNCC, 2023)

Multi-scale-based Network for Image Dehazing. - Chaza Araji; Ayaa Zahra; Leen Alinsari; Maryam Al-aloosi; Omar Elharrouss; Somaya Al-Máadeed (ISNCC, 2023)

Face Anti-Spoofing Detection Using Structure-Texture Decomposition. - Dareen Douglas; Nada Ben Hassen; Asmaa Aslam; Omar Elharrouss; Somaya Al-Máadeed (ISNCC, 2023)

A New Dataset for Forged Smartphone Videos Detection: Description and Analysis. - Younes Akbari; Al Anood Najeeb; Sumaya Ali S. A. Al-Máadeed; Omar Elharrouss; Fouad Khelifi; Ashref Lawgaly (IEEE Access, 2023)

3D objects and scenes classification, recognition, segmentation, and reconstruction using 3D point cloud data: A review. - Omar Elharrouss; Kawther Hassine; Ayman Zayyan; Zakariyae Chatri; Noor Almaadeed; Somaya Al-Máadeed; Khalid Abualsaud (CoRR, 2023)

Feature fusion based on joint sparse representations and wavelets for multiview classification. - Younes Akbari; Omar Elharrouss; Somaya Al-Máadeed (Pattern Anal. Appl., 2023)

Refined edge detection with cascaded and high-resolution convolutional network. - Omar Elharrouss; Youssef Hmamouche; Assia Kamal Idrissi; Btissam El Khamlichi; Amal El Fallah Seghrouchni (Pattern Recognit., 2023)

Enhanced computer vision applications with blockchain: A review of applications and opportunities. - Najmath Ottakath; Abdulla K. Al-Ali; Somaya Al-Máadeed; Omar Elharrouss; Amr Mohamed 001 (J. King Saud Univ. Comput. Inf. Sci., 2023)

Toward a Secure Healthcare Ecosystem: A Convergence of Edge Analytics, Blockchain, and Federated Learning. - Elarbi Badidi; Hanane Lamaazi; Omar El Harrouss (DRCN, 2024)

Integrating Edge Computing and Blockchain for Safer and More Efficient Digital Transportation Systems. - Elarbi Badidi; Omar El Harrouss (EUSPN/ICTH, 2024)

Blockchain-Based Reputation and Trust Management for Smart Grids, Healthcare, and Transportation: A Review. - Abir Raza Baig; Elarbi Badidi; Mohammad Hayajneh 001; Ezedin Barka; Omar El Harrouss (IEEE Access, 2024)

Drone-type-Set: Drone types detection benchmark for drone detection and tracking. - Kholoud AlDosari; AIbtisam Osman; Omar Elharrouss; Somaya Almaadeed; Mohamed Zied Chaari (CoRR, 2024)

Backbones-review: Feature extractor networks for deep learning and deep reinforcement learning approaches in computer vision. - Omar Elharrouss; Younes Akbari; Noor Almadeed; Somaya Al-Máadeed (Comput. Sci. Rev., 2024)

A New Framework for Smart Doors Using mmWave Radar and Camera-Based Face Detection and Recognition Techniques. - Younes Akbari; Abdulaziz Al-Binali; Ali Al-Mohannadi; Nawaf Al-Hemaidi; Omar Elharrouss; Somaya Al-Máadeed (Sensors, 2024)

Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone. - Younes Akbari; Somaya Al-Máadeed; Omar Elharrouss; Najmath Ottakath; Fouad Khelifi (Expert Syst. Appl., 2024)

CoDAQ: Congressional-Based Data Imputation for Aggregate Queries. - Mohamed A. Sharaf; Nishi Kochunni; Heba Helal; Omar El Harrouss (BigComp, 2025)

ViTs as backbones: Leveraging vision transformers for feature extraction. - Omar Elharrouss; Yassine Himeur; Yasir Mahmood 004; Saed Alrabaee; Abdelmalik Ouamane; Faycal Bensaali; Yassine Bechqito; Ammar Chouchane (Inf. Fusion, 2025)

Applications of knowledge distillation in remote sensing: A survey. - Yassine Himeur; Nour Aburaed; Omar Elharrouss; Iraklis Varlamis; Shadi Atalla; Wathiq Mansoor; Hussain Al-Ahmad (Inf. Fusion, 2025)

A lightweight hybrid approach for intrusion detection systems using a chi-square feature selection approach in IoT. - Hafsa Benaddi; Mohammed Jouhari; Omar Elharrouss (Internet Things, 2025)

PDC-ViT: source camera identification using pixel difference convolution and vision transformer. - Omar Elharrouss; Younes Akbari; Noor Almadeed; Somaya Al-Máadeed; Fouad Khelifi; Ahmed Bouridane (Neural Comput. Appl., 2025)

Transformer-based image and video inpainting: current challenges and future directions. - Omar Elharrouss; Rafat Damseh; Abdelkader Nasreddine Belkacem; Elarbi Badidi; Abderrahmane Lakas (Artif. Intell. Rev., 2025)

Loss Functions in Deep Learning: A Comprehensive Review. - Omar Elharrouss; Yasir Mahmood 004; Yassine Bechqito; Mohamed Adel Serhani; Elarbi Badidi; Jamal Riffi; Hamid Tairi (CoRR, 2025)

Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts. - Guokan Shang; Hadi Abdine; Ahmad Chamma; Amr Mohamed 005; Mohamed Anwar; Abdelaziz Bounhar; Omar El Harrouss; Preslav Nakov; Michalis Vazirgiannis; Eric P. Xing (CoRR, 2025)