336 citations · 485 across the 9 of their papers we have counts for
9 papers
PDC-ViT : Source Camera Identification using Pixel Difference Convolution and Vision Transformer
Omar Elharrouss, Younes Akbari, Noor Almaadeed +3
Source camera identification has emerged as a vital solution to unlock incidents involving critical cases like terrorism, violence, and other criminal activities. The ability to tr…
Drone-type-Set: Drone types detection benchmark for drone detection and tracking
Kholoud AlDosari, AIbtisam Osman, Omar Elharrouss +2
The Unmanned Aerial Vehicles (UAVs) market has been significantly growing and Considering the availability of drones at low-cost prices the possibility of misusing them, for illega…
3D objects and scenes classification, recognition, segmentation, and reconstruction using 3D point cloud data: A review
Omar Elharrouss, Kawther Hassine, Ayman Zayyan +4
Three-dimensional (3D) point cloud analysis has become one of the attractive subjects in realistic imaging and machine visions due to its simplicity, flexibility and powerful capac…
Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches
Omar Elharrouss, Younes Akbari, Noor Almaadeed +1
To understand the real world using various types of data, Artificial Intelligence (AI) is the most used technique nowadays. While finding the pattern within the analyzed data repre…
Panoptic Segmentation: A Review
Omar Elharrouss, Somaya Al-Maadeed, Nandhini Subramanian +3
Image segmentation for video analysis plays an essential role in different research fields such as smart city, healthcare, computer vision and geoscience, and remote sensing applic…
VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results
Dawei Du, Longyin Wen, Pengfei Zhu +52
Crowd counting on the drone platform is an interesting topic in computer vision, which brings new challenges such as small object inference, background clutter and wide viewpoint.…
An encoder-decoder-based method for COVID-19 lung infection segmentation
Omar Elharrouss, Nandhini Subramanian, Somaya Al-Maadeed
The novelty of the COVID-19 disease and the speed of spread has created a colossal chaos, impulse among researchers worldwide to exploit all the resources and capabilities to under…
Image inpainting: A review
Omar Elharrouss, Noor Almaadeed, Somaya Al-Maadeed +1
Although image inpainting, or the art of repairing the old and deteriorated images, has been around for many years, it has gained even more popularity because of the recent develop…
A Novel Approach for Robust Multi Human Action Recognition and Summarization based on 3D Convolutional Neural Networks
Noor Almaadeed, Omar Elharrouss, Somaya Al-Maadeed +2
Human actions in videos are 3D signals. However, there are a few methods available for multiple human action recognition. For long videos, it's difficult to search within a video f…