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Single Shot Video Object Detector
[article]
2020
arXiv
pre-print
Single shot detectors that are potentially faster and simpler than two-stage detectors tend to be more applicable to object detection in videos. Nevertheless, the extension of such object detectors from image to video is not trivial especially when appearance deterioration exists in videos, e.g., motion blur or occlusion. A valid question is how to explore temporal coherence across frames for boosting detection. In this paper, we propose to address the problem by enhancing per-frame features
arXiv:2007.03560v1
fatcat:xnyo6fmp3jd4pcuelttjgoi6ly