23 citations · 60 across the 14 of their papers we have counts for
3 papers · 1 filter
Progressive Transformation Learning for Leveraging Virtual Images in Training
Yi-Ting Shen, Hyungtae Lee, Heesung Kwon +1
To effectively interrogate UAV-based images for detecting objects of interest, such as humans, it is essential to acquire large-scale UAV-based datasets that include human instance…
Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata
Yi-Ting Shen, Yaesop Lee, Heesung Kwon +7
Learning to detect objects, such as humans, in imagery captured by an unmanned aerial vehicle (UAV) usually suffers from tremendous variations caused by the UAV's position towards…
Validation of object detection in UAV-based images using synthetic data
Eung-Joo Lee, Damon M. Conover, Shuvra S. Bhattacharyyaa +3
Object detection is increasingly used onboard Unmanned Aerial Vehicles (UAV) for various applications; however, the machine learning (ML) models for UAV-based detection are often v…