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

no code implementations • 16 May 2019 • Mohamed Afifi, Yara Ali, Karim Amer, Mahmoud Shaker, Mohamed El-Helw

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

object-detection Object Detection +1

Optical Flow augmented Semantic Segmentation networks for Automated Driving

no code implementations • 11 Jan 2019 • Hazem Rashed, Senthil Yogamani, Ahmad El-Sallab, Pavel Krizek, Mohamed El-Helw

We also make use of the ground truth optical flow in Virtual KITTI to serve as an ideal estimator and a standard Farneback optical flow algorithm to study the effect of noise.

Optical Flow Estimation Semantic Segmentation