Rethinking Open-Set Object Detection: Issues, a New Formulation, and Taxonomy

Yusuke Hosoya, Masanori Suganuma, Takayuki Okatani

Open-set object detection (OSOD), a task involving the detection of unknown objects while accurately detecting known objects, has recently gained attention. However, we identify a…