1. Two-level Ensemble Deep Learning for Traffic Management using Multiple Vehicle Detection in UAV Images

Zeinab Ghasemi Darehnaei; Seyed Mohammad Jalal Rastegar Fatemi; Seyed Mostafa Mirhassani; Majid Fouladian

Volume 10, Issue 03 , Summer 2021, , Pages 127-133

  Environmental monitoring via vehicle detecting using unmanned aerial vehicle (UAV) images is a challenging task, due to small-size, low-resolution, and large-scale variation of the objects. In this paper, a two-level ensemble deep learning (named 2EDL) based on Faster R-CNN (regional-based convolutional ...  Read More