Omar Elharrouss

Orcid: 0000-0002-5341-5440

According to our database1, Omar Elharrouss authored at least 56 papers between 2015 and 2025.

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Bibliography

2025
Applications of knowledge distillation in remote sensing: A survey.
Inf. Fusion, 2025

2024
Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone.
Expert Syst. Appl., March, 2024

A New Framework for Smart Doors Using mmWave Radar and Camera-Based Face Detection and Recognition Techniques.
Sensors, 2024

Backbones-review: Feature extractor networks for deep learning and deep reinforcement learning approaches in computer vision.
Comput. Sci. Rev., 2024

Transformer-based Image and Video Inpainting: Current Challenges and Future Directions.
CoRR, 2024

Drone-type-Set: Drone types detection benchmark for drone detection and tracking.
CoRR, 2024

Toward a Secure Healthcare Ecosystem: A Convergence of Edge Analytics, Blockchain, and Federated Learning.
Proceedings of the 20th International Conference on the Design of Reliable Communication Networks, 2024

2023
Enhanced computer vision applications with blockchain: A review of applications and opportunities.
J. King Saud Univ. Comput. Inf. Sci., December, 2023

Refined edge detection with cascaded and high-resolution convolutional network.
Pattern Recognit., June, 2023

Feature fusion based on joint sparse representations and wavelets for multiview classification.
Pattern Anal. Appl., May, 2023

3D objects and scenes classification, recognition, segmentation, and reconstruction using 3D point cloud data: A review.
CoRR, 2023

A New Dataset for Forged Smartphone Videos Detection: Description and Analysis.
IEEE Access, 2023

Face Anti-Spoofing Detection Using Structure-Texture Decomposition.
Proceedings of the International Symposium on Networks, Computers and Communications, 2023

Multi-scale-based Network for Image Dehazing.
Proceedings of the International Symposium on Networks, Computers and Communications, 2023

Indoor Multi-Lingual Scene Text Database with Different Views.
Proceedings of the International Symposium on Networks, Computers and Communications, 2023

Intelligent Brain Tumor Detector.
Proceedings of the International Symposium on Networks, Computers and Communications, 2023

Attention-based Network for Image/Video Salient Object Detection.
Proceedings of the 11th European Workshop on Visual Information Processing, 2023

2022
An Encoder-Decoder-Based Method for Segmentation of COVID-19 Lung Infection in CT Images.
SN Comput. Sci., 2022

Image Generation: A Review.
Neural Process. Lett., 2022

Pose-invariant face recognition with multitask cascade networks.
Neural Comput. Appl., 2022

ViDMASK dataset for face mask detection with social distance measurement.
Displays, 2022

Digital forensic analysis for source video identification: A survey.
Digit. Investig., 2022

Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches.
CoRR, 2022

A review of deep learning-based detection methods for COVID-19.
Comput. Biol. Medicine, 2022

BEMD-3DCNN-based method for COVID-19 detection.
Comput. Biol. Medicine, 2022

LWKPCA: A New Robust Method for Face Recognition Under Adverse Conditions.
IEEE Access, 2022

FSC-Set: Counting, Localization of Football Supporters Crowd in the Stadiums.
IEEE Access, 2022

Evolution of Internet of Things From Blockchain to IOTA: A Survey.
IEEE Access, 2022

Inception-based Deep Learning Architecture for 3D Point Cloud Completion.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

Crowd counting Using DRL-based segmentation and RL-based density estimation.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021
Gait recognition for person re-identification.
J. Supercomput., 2021

Drone-SCNet: Scaled Cascade Network for Crowd Counting on Drone Images.
IEEE Trans. Aerosp. Electron. Syst., 2021

Encoder-Decoder Architecture for Ultrasound IMC Segmentation and cIMT Measurement.
Sensors, 2021

A review of video surveillance systems.
J. Vis. Commun. Image Represent., 2021

Panoptic Segmentation: A Review.
CoRR, 2021

A combined multiple action recognition and summarization for surveillance video sequences.
Appl. Intell., 2021

Applications, databases and open computer vision research from drone videos and images: a survey.
Artif. Intell. Rev., 2021

Image Steganography: A Review of the Recent Advances.
IEEE Access, 2021

End-to-End Image Steganography Using Deep Convolutional Autoencoders.
IEEE Access, 2021

DeepWTPCA-L1: A New Deep Face Recognition Model Based on WTPCA-L1 Norm Features.
IEEE Access, 2021

Face-Fake-Net: The Deep Learning Method for Image Face Anti-Spoofing Detection : Paper ID 45.
Proceedings of the 9th European Workshop on Visual Information Processing, 2021

2020
Image Inpainting: A Review.
Neural Process. Lett., 2020

An encoder-decoder-based method for COVID-19 lung infection segmentation.
CoRR, 2020

An image steganography approach based on k-least significant bits (k-LSB).
Proceedings of the IEEE International Conference on Informatics, 2020

LFR face dataset: Left-Front-Right dataset for pose-invariant face recognition in the wild.
Proceedings of the IEEE International Conference on Informatics, 2020


2019
Application of MEEMD in post-processing of dimensionality reduction methods for face recognition.
IET Biom., 2019

A Novel Approach for Robust Multi Human Action Detection and Recognition based on 3-Dimentional Convolutional Neural Networks.
CoRR, 2019

Video Summarization based on Motion Detection for Surveillance Systems.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

MHAD: Multi-Human Action Dataset.
Proceedings of the Fourth International Congress on Information and Communication Technology, 2019

2018
Visual object tracking via the local soft cosine similarity.
Pattern Recognit. Lett., 2018

Moving object detection zone using a block-based background model.
IET Comput. Vis., 2018

2017
Visual object tracking based on disc-harmonic moments features invariants (Withdrawal Notice).
Proceedings of the Thirteenth International Conference on Quality Control by Artificial Vision, 2017

Visual tracking of a moving object via the soft cosine measure.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

2016
Moving object detection using a background modeling based on entropy theory and quad-tree decomposition.
J. Electronic Imaging, 2016

2015
Moving objects detection based on thresholding operations for video surveillance systems.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015


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