153 citations · 245 across the 10 of their papers we have counts for
4 papers · 1 filter
ZebraPose: Zebra Detection and Pose Estimation using only Synthetic Data
Elia Bonetto, Aamir Ahmad
Collecting and labeling large real-world wild animal datasets is impractical, costly, error-prone, and labor-intensive. For animal monitoring tasks, as detection, tracking, and pos…
Learning from synthetic data generated with GRADE
Elia Bonetto, Chenghao Xu, Aamir Ahmad
Recently, synthetic data generation and realistic rendering has advanced tasks like target tracking and human pose estimation. Simulations for most robotics applications are obtain…
Synthetic Data-based Detection of Zebras in Drone Imagery
Elia Bonetto, Aamir Ahmad
Nowadays, there is a wide availability of datasets that enable the training of common object detectors or human detectors. These come in the form of labelled real-world images and…
AirPose: Multi-View Fusion Network for Aerial 3D Human Pose and Shape Estimation
Nitin Saini, Elia Bonetto, Eric Price +2
In this letter, we present a novel markerless 3D human motion capture (MoCap) system for unstructured, outdoor environments that uses a team of autonomous unmanned aerial vehicles…