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Gefan Zhang

2 accepted papers

2023

H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection

ICLR 2023poster

Oriented object detection emerges in many applications from aerial images to autonomous driving, while many existing detection benchmarks are annotated with horizontal bounding box only which is also less costive than fine-grained rotated box, leading to a gap between the readily available training…

2023

The KFIoU Loss for Rotated Object Detection

ICLR 2023poster

Differing from the well-developed horizontal object detection area whereby the computing-friendly IoU based loss is readily adopted and well fits with the detection metrics, rotation detectors often involve a more complicated loss based on SkewIoU which is unfriendly to gradient-based training. In t…

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