Object Detection in Aerial Images: What Improves the Accuracy?. (arXiv:2201.08763v1 [cs.CV])

Web: http://arxiv.org/abs/2201.08763

Object detection is a challenging and popular computer vision problem. The
problem is even more challenging in aerial images due to significant variation
in scale and viewpoint in a diverse set of object categories. Recently, deep
learning-based object detection approaches have been actively explored for the
problem of object detection in aerial images. In this work, we investigate the
impact of Faster R-CNN for aerial object detection and explore numerous
strategies to improve its performance for aerial images. We conduct …

arxiv cv detection images