OBBStacking: An Ensemble Method for Remote Sensing Object Detection. (arXiv:2209.13369v1 [cs.CV])

Ensemble methods are a reliable way to combine several models to achieve
superior performance. However, research on the application of ensemble methods
in the remote sensing object detection scenario is mostly overlooked. Two
problems arise. First, one unique characteristic of remote sensing object
detection is the Oriented Bounding Boxes (OBB) of the objects and the fusion of
multiple OBBs requires further research attention. Second, the widely used deep
learning object detectors provide a score for each detected object as an …

arxiv detection ensemble remote sensing