most citedDeep Convolutional Neural Network-Based Autonomous Drone Navigation

11 citations · 19 across the 5 of their papers we have counts for

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6 papers · 1 filter

cs.CV2020

Robust Real-Time Pedestrian Detection on Embedded Devices

Mohamed Afifi, Yara Ali, Karim Amer +2

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…

cs.CV2020

Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds

Yara Ali Alnaggar, Mohamed Afifi, Karim Amer +1

Semantic segmentation of 3D point cloud data is essential for enhanced high-level perception in autonomous platforms. Furthermore, given the increasing deployment of LiDAR sensors…

cs.CV20196 cited

Robust Real-time Pedestrian Detection in Aerial Imagery on Jetson TX2

Mohamed Afifi, Yara Ali, Karim Amer +2

Detection of pedestrians in aerial imagery captured by drones has many applications including intersection monitoring, patrolling, and surveillance, to name a few. However, the pro…

cs.CV20192 cited

Drone Path-Following in GPS-Denied Environments using Convolutional Networks

M. Samy, K. Amer, M. Shaker +1

his paper presents a simple approach for drone navigation to follow a predetermined path using visual input only without reliance on a Global Positioning System (GPS). A Convolutio…

cs.CV201911 cited

Deep Convolutional Neural Network-Based Autonomous Drone Navigation

K. Amer, M. Samy, M. Shaker +1

This paper presents a novel approach for aerial drone autonomous navigation along predetermined paths using only visual input form an onboard camera and without reliance on a Globa…

cs.CV2019

Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation

Ahmed H. Shahin, Karim Amer, Mustafa A. Elattar

The prevalence of skin melanoma is rapidly increasing as well as the recorded death cases of its patients. Automatic image segmentation tools play an important role in providing st…