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Rectifying Open-set Object Detection: A Taxonomy, Practical Applications, and Proper Evaluation
In this paper, we first point out that the recent studies' formalization of OSOD, which generalizes open-set recognition (OSR) and thus considers an unlimited variety of unknown objects, has a fundamental issue.
Analysis and a Solution of Momentarily Missed Detection for Anchor-based Object Detectors
The employment of convolutional neural networks has led to significant performance improvement on the task of object detection.
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