Omar Elharrouss

67 papers B 3C 5Misc 1Journal 51Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Denoising diffusion probabilistic model as a GAN generator for breast cancer histology images segmentation. Neural Comput. Appl. Younes Akbari, Faseela Abdullakutty, Omar Elharrouss, Somaya Al-Máadeed, Ahmed Bouridane, Rifat Hamoudi
2026	J	`jnl`	MedFuseT: A Transformer-Based Model for Advancing Medical Visual Question Answering. IEEE Access Hamza Mbarek, Omar Elharrouss, Hela Mahersia, Nabil Litayem
2026	J	`jnl`	Sketch-to-tile translation using cGAN and U-Net with transformer bottleneck. Appl. Soft Comput. Mohamed Elasri, Omar Elharrouss, Hamid Tairi, Somaya Al-Máadeed
2025	J	`jnl`	A lightweight hybrid approach for intrusion detection systems using a chi-square feature selection approach in IoT. Internet Things Hafsa Benaddi, Mohammed Jouhari, Omar Elharrouss
2025	J	`jnl`	Applications of knowledge distillation in remote sensing: A survey. Inf. Fusion Yassine Himeur, Nour Aburaed, Omar Elharrouss, Iraklis Varlamis, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad
2025	J	`jnl`	Loss Functions in Deep Learning: A Comprehensive Review. CoRR Omar Elharrouss, Yasir Mahmood, Yassine Bechqito, Mohamed Adel Serhani, Elarbi Badidi, Jamal Riffi, Hamid Tairi
2025	J	`jnl`	PDC-ViT : Source Camera Identification using Pixel Difference Convolution and Vision Transformer. CoRR Omar Elharrouss, Younes Akbari, Noor Almaadeed, Somaya Al-Máadeed, Fouad Khelifi, Ahmed Bouridane
2025	J	`jnl`	PDC-ViT: source camera identification using pixel difference convolution and vision transformer. Neural Comput. Appl. Omar Elharrouss, Younes Akbari, Noor Almadeed, Somaya Al-Máadeed, Fouad Khelifi, Ahmed Bouridane
2025	J	`jnl`	Transformer-based image and video inpainting: current challenges and future directions. Artif. Intell. Rev. Omar Elharrouss, Rafat Damseh, Abdelkader Nasreddine Belkacem, Elarbi Badidi, Abderrahmane Lakas
2025	J	`jnl`	ViTs as backbones: Leveraging vision transformers for feature extraction. Inf. Fusion Omar Elharrouss, Yassine Himeur, Yasir Mahmood, Saed Alrabaee, Abdelmalik Ouamane, Faycal Bensaali, Yassine Bechqito, Ammar Chouchane
2024	J	`jnl`	A New Framework for Smart Doors Using mmWave Radar and Camera-Based Face Detection and Recognition Techniques. Sensors Younes Akbari, Abdulaziz Al-Binali, Ali Al-Mohannadi, Nawaf Al-Hemaidi, Omar Elharrouss, Somaya Al-Máadeed
2024	J	`jnl`	Applications of Knowledge Distillation in Remote Sensing: A Survey. CoRR Yassine Himeur, Nour Aburaed, Omar Elharrouss, Iraklis Varlamis, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad
2024	J	`jnl`	Backbones-review: Feature extractor networks for deep learning and deep reinforcement learning approaches in computer vision. Comput. Sci. Rev. Omar Elharrouss, Younes Akbari, Noor Almadeed, Somaya Al-Máadeed
2024	J	`jnl`	Drone-type-Set: Drone types detection benchmark for drone detection and tracking. CoRR Kholoud AlDosari, AIbtisam Osman, Omar Elharrouss, Somaya Almaadeed, Mohamed Zied Chaari
2024	J	`jnl`	Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone. Expert Syst. Appl. Younes Akbari, Somaya Al-Máadeed, Omar Elharrouss, Najmath Ottakath, Fouad Khelifi
2024	J	`jnl`	Transformer-based Image and Video Inpainting: Current Challenges and Future Directions. CoRR Omar Elharrouss, Rafat Damseh, Abdelkader Nasreddine Belkacem, Elarbi Badidi, Abderrahmane Lakas
2023	J	`jnl`	3D objects and scenes classification, recognition, segmentation, and reconstruction using 3D point cloud data: A review. CoRR Omar Elharrouss, Kawther Hassine, Ayman Zayyan, Zakariyae Chatri, Noor Almaadeed, Somaya Al-Máadeed, Khalid Abualsaud
2023	J	`jnl`	A New Dataset for Forged Smartphone Videos Detection: Description and Analysis. IEEE Access Younes Akbari, Al Anood Najeeb, Sumaya Ali S. A. Al-Máadeed, Omar Elharrouss, Fouad Khelifi, Ashref Lawgaly
2023	—	`conf`	Attention-based Network for Image/Video Salient Object Detection. EUVIP Omar Elharrouss, Soukaina Elidrissi Elkaitouni, Younes Akbari, Somaya Al-Máadeed, Ahmed Bouridane
2023	J	`jnl`	Enhanced computer vision applications with blockchain: A review of applications and opportunities. J. King Saud Univ. Comput. Inf. Sci. Najmath Ottakath, Abdulla K. Al-Ali, Somaya Al-Máadeed, Omar Elharrouss, Amr Mohamed
2023	C	`conf`	Face Anti-Spoofing Detection Using Structure-Texture Decomposition. ISNCC Dareen Douglas, Nada Ben Hassen, Asmaa Aslam, Omar Elharrouss, Somaya Al-Máadeed
2023	J	`jnl`	Feature fusion based on joint sparse representations and wavelets for multiview classification. Pattern Anal. Appl. Younes Akbari, Omar Elharrouss, Somaya Al-Máadeed
2023	C	`conf`	Indoor Multi-Lingual Scene Text Database with Different Views. ISNCC Younes Akbari, Jayakanth Kunhoth, Omar Elharrouss, Somaya Al-Máadeed, Khalid Abualsaud, Amr Mohamed, Tamer Khattab
2023	C	`conf`	Intelligent Brain Tumor Detector. ISNCC Mostafa Abdelhamid, Mohammed Alhato, Ali Elmancy, Somaya Al-Máadeed, Omar Elharrouss
2023	C	`conf`	Multi-scale-based Network for Image Dehazing. ISNCC Chaza Araji, Ayaa Zahra, Leen Alinsari, Maryam Al-aloosi, Omar Elharrouss, Somaya Al-Máadeed
2023	J	`jnl`	Refined edge detection with cascaded and high-resolution convolutional network. Pattern Recognit. Omar Elharrouss, Youssef Hmamouche, Assia Kamal Idrissi, Btissam El Khamlichi, Amal El Fallah Seghrouchni
2022	J	`jnl`	A review of deep learning-based detection methods for COVID-19. Comput. Biol. Medicine Nandhini Subramanian, Omar Elharrouss, Somaya Al-Máadeed, Muhammad Enamul Hoque Chowdhury
2022	J	`jnl`	An Encoder-Decoder-Based Method for Segmentation of COVID-19 Lung Infection in CT Images. SN Comput. Sci. Omar Elharrouss, Nandhini Subramanian, Somaya Al-Máadeed
2022	J	`jnl`	BEMD-3DCNN-based method for COVID-19 detection. Comput. Biol. Medicine Ali Riahi, Omar Elharrouss, Somaya Al-Máadeed
2022	J	`jnl`	Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches. CoRR Omar Elharrouss, Younes Akbari, Noor Almaadeed, Somaya Al-Máadeed
2022	B	`conf`	Crowd counting Using DRL-based segmentation and RL-based density estimation. AVSS Omar Elharrouss, Noor Almaadeed, Somaya Almaadeed, Khalid Abualsaud, Amr Mohamed, Tamer Khattab
2022	J	`jnl`	Digital forensic analysis for source video identification: A survey. Digit. Investig. Younes Akbari, Somaya Al-Máadeed, Omar Elharrouss, Fouad Khelifi, Ashref Lawgaly, Ahmed Bouridane
2022	J	`jnl`	Evolution of Internet of Things From Blockchain to IOTA: A Survey. IEEE Access Mays Alshaikhli, Tarek Elfouly, Omar Elharrouss, Amr Mohamed, Najmath Ottakath
2022	J	`jnl`	FSC-Set: Counting, Localization of Football Supporters Crowd in the Stadiums. IEEE Access Omar Elharrouss, Noor Almaadeed, Khalid Abualsaud, Somaya Al-Máadeed, Ali Al-Ali, Amr Mohamed
2022	J	`jnl`	Image Generation: A Review. Neural Process. Lett. Mohamed Elasri, Omar Elharrouss, Somaya Al-Máadeed, Hamid Tairi
2022	B	`conf`	Inception-based Deep Learning Architecture for 3D Point Cloud Completion. AVSS Houda Saffi, Youssef Hmamouche, Omar Elharrouss, Amal El Fallah Seghrouchni
2022	J	`jnl`	LWKPCA: A New Robust Method for Face Recognition Under Adverse Conditions. IEEE Access Ayyad Maafiri, Ahmed Bir-Jmel, Omar Elharrouss, Fouad Khelifi, Khalid Chougdali
2022	J	`jnl`	Pose-invariant face recognition with multitask cascade networks. Neural Comput. Appl. Omar Elharrouss, Noor Almaadeed, Somaya Al-Máadeed, Fouad Khelifi
2022	J	`jnl`	ViDMASK dataset for face mask detection with social distance measurement. Displays Najmath Ottakath, Omar Elharrouss, Noor Almaadeed, Somaya Al-Máadeed, Amr Mohamed, Tamer Khattab, Khalid Abualsaud
2021	J	`jnl`	A combined multiple action recognition and summarization for surveillance video sequences. Appl. Intell. Omar Elharrouss, Noor Almaadeed, Somaya Al-Máadeed, Ahmed Bouridane, Azeddine Beghdadi
2021	J	`jnl`	A review of video surveillance systems. J. Vis. Commun. Image Represent. Omar Elharrouss, Noor Almaadeed, Somaya Al-Máadeed
2021	J	`jnl`	Applications, databases and open computer vision research from drone videos and images: a survey. Artif. Intell. Rev. Younes Akbari, Noor Almaadeed, Somaya Al-Máadeed, Omar Elharrouss
2021	J	`jnl`	DeepWTPCA-L1: A New Deep Face Recognition Model Based on WTPCA-L1 Norm Features. IEEE Access Ayyad Maafiri, Omar Elharrouss, Saad Rfifi, Somaya Ali Al-Máadeed, Khalid Chougdali
2021	J	`jnl`	Drone-SCNet: Scaled Cascade Network for Crowd Counting on Drone Images. IEEE Trans. Aerosp. Electron. Syst. Omar Elharrouss, Noor Almaadeed, Khalid Abualsaud, Ali Al-Ali, Amr Mohamed, Tamer Khattab, Somaya Al-Máadeed
2021	J	`jnl`	Encoder-Decoder Architecture for Ultrasound IMC Segmentation and cIMT Measurement. Sensors Aisha Al-Mohannadi, Somaya Al-Máadeed, Omar Elharrouss, Kishor Kumar Sadasivuni
2021	J	`jnl`	End-to-End Image Steganography Using Deep Convolutional Autoencoders. IEEE Access Nandhini Subramanian, Ismahane Cheheb, Omar Elharrouss, Sumaya Ali S. A. Al-Máadeed, Ahmed Bouridane
2021	—	`conf`	Face-Fake-Net: The Deep Learning Method for Image Face Anti-Spoofing Detection : Paper ID 45. EUVIP Mays Alshaikhli, Omar Elharrouss, Somaya Al-Máadeed, Ahmed Bouridane
2021	J	`jnl`	Gait recognition for person re-identification. J. Supercomput. Omar Elharrouss, Noor Al-Máadeed, Somaya Al-Máadeed, Ahmed Bouridane
2021	J	`jnl`	Image Steganography: A Review of the Recent Advances. IEEE Access Nandhini Subramanian, Omar Elharrouss, Somaya Al-Máadeed, Ahmed Bouridane
2021	J	`jnl`	Panoptic Segmentation: A Review. CoRR Omar Elharrouss, Somaya Al-Máadeed, Nandhini Subramanian, Najmath Ottakath, Noor Almaadeed, Yassine Himeur
2021	J	`jnl`	VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. CoRR Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krüger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui Ding, Lei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Máadeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao
2020	J	`jnl`	An encoder-decoder-based method for COVID-19 lung infection segmentation. CoRR Omar Elharrouss, Nandhini Subramanian, Somaya Al-Máadeed
2020	—	`conf`	An image steganography approach based on k-least significant bits (k-LSB). ICIoT Omar Elharrouss, Noor Almaadeed, Somaya Al-Máadeed
2020	J	`jnl`	Image Inpainting: A Review. Neural Process. Lett. Omar Elharrouss, Noor Almaadeed, Somaya Al-Máadeed, Younes Akbari
2020	—	`conf`	LFR face dataset: Left-Front-Right dataset for pose-invariant face recognition in the wild. ICIoT Omar Elharrouss, Noor Almaadeed, Somaya Al-Máadeed
2020	—	`conf`	VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. ECCV Workshops (4) Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krüger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui Ding, Lei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Máadeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao
2019	J	`jnl`	A Novel Approach for Robust Multi Human Action Detection and Recognition based on 3-Dimentional Convolutional Neural Networks. CoRR Noor Almaadeed, Omar Elharrouss, Somaya Al-Máadeed, Ahmed Bouridane, Azeddine Beghdadi
2019	J	`jnl`	Application of MEEMD in post-processing of dimensionality reduction methods for face recognition. IET Biom. Abdelghafour Abbad, Omar Elharrouss, Khalid Abbad, Hamid Tairi
2019	J	`jnl`	Image inpainting: A review. CoRR Omar Elharrouss, Noor Almaadeed, Somaya Al-Máadeed, Younes Akbari
2019	—	`conf`	MHAD: Multi-Human Action Dataset. ICICT (1) Omar Elharrouss, Noor Almaadeed, Somaya Al-Máadeed
2019	B	`conf`	Video Summarization based on Motion Detection for Surveillance Systems. IWCMC Omar Elharrouss, Noor Al-Máadeed, Somaya Al-Máadeed
2018	J	`jnl`	Moving object detection zone using a block-based background model. IET Comput. Vis. Omar Elharrouss, Abdelghafour Abbad, Driss Moujahid, Hamid Tairi
2018	J	`jnl`	Visual object tracking via the local soft cosine similarity. Pattern Recognit. Lett. Driss Moujahid, Omar Elharrouss, Hamid Tairi
2017	—	`conf`	Visual object tracking based on disc-harmonic moments features invariants (Withdrawal Notice). QCAV Driss Moujahid, Omar Elharrouss, Hamid Tairi
2017	Misc	`conf`	Visual tracking of a moving object via the soft cosine measure. ATSIP Driss Moujahid, Omar Elharrouss, Hamid Tairi
2016	J	`jnl`	Moving object detection using a background modeling based on entropy theory and quad-tree decomposition. J. Electronic Imaging Omar Elharrouss, Driss Moujahid, Samah Elkah, Hamid Tairi
2015	C	`conf`	Moving objects detection based on thresholding operations for video surveillance systems. AICCSA Omar Elharrouss, Driss Moujahid, Soukaina Elidrissi Elkaitouni, Hamid Tairi