Search Results for author: Mohamed ElHelw

Found 6 papers, 0 papers with code

Improved LiDAR Odometry and Mapping using Deep Semantic Segmentation and Novel Outliers Detection

no code implementations5 Mar 2024 Mohamed Afifi, Mohamed ElHelw

In this work, we propose a novel framework for real-time LiDAR odometry and mapping based on LOAM architecture for fast moving platforms.

Autonomous Navigation Motion Estimation +3

RSDiff: Remote Sensing Image Generation from Text Using Diffusion Model

no code implementations3 Sep 2023 Ahmad Sebaq, Mohamed ElHelw

Satellite imagery generation and super-resolution are pivotal tasks in remote sensing, demanding high-quality, detailed images for accurate analysis and decision-making.

Decision Making Image Captioning +2

STG-MTL: Scalable Task Grouping for Multi-Task Learning Using Data Map

no code implementations7 Jul 2023 Ammar Sherif, Abubakar Abid, Mustafa Elattar, Mohamed ElHelw

Multi-Task Learning (MTL) is a powerful technique that has gained popularity due to its performance improvement over traditional Single-Task Learning (STL).

Multi-Task Learning

Robust Real-Time Pedestrian Detection on Embedded Devices

no code implementations13 Dec 2020 Mohamed Afifi, Yara Ali, Karim Amer, Mahmoud Shaker, Mohamed ElHelw

Detection of pedestrians on embedded devices, such as those on-board of robots and drones, has many applications including road intersection monitoring, security, crowd monitoring and surveillance, to name a few.

object-detection Object Detection +1

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