Siam R-CNN: visual tracking by re-detection

We present Siam R-CNN, a Siamese re-detection architecture which unleashes the full power of two-stage object detection approaches for visual object tracking. We combine this with a novel tracklet-based dynamic programming algorithm, which takes advantage of re-detections of both the first-frame tem...

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Bibliographic Details
Main Authors: Voigtlaender, P, Luiten, J, Torr, PHS, Leibe, B
Format: Conference item
Language:English
Published: Institute of Electrical and Electronics Engineers 2020