Integrated Object Detection and Tracking with Tracklet-Conditioned Detection

arXiv: Computer Vision and Pattern Recognition, Volume abs/1811.11167, 2018.

Cited by: 2|Bibtex|Views93
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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

Accurate detection and tracking of objects is vital for effective video understanding. In previous work, the two tasks have been combined in a way that tracking is based heavily on detection, but the detection benefits marginally from the tracking. To increase synergy, we propose to more tightly integrate the tasks by conditioning the obj...More

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