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Real-Time Tracking With Stabilized Frame

CVPR Workshops 2020First author

AuthorsZixuan Wang, Zhicheng Zhao, Fei Su

S-Siam adds frame stabilization to Siamese trackers, reducing failures caused by camera shake without retraining the tracking network.

S-Siam pipeline — Figure 2 · S-Siam pipelineFrame stabilization, SiamMask tracking, and restoration of predictions to the original image coordinates.CVPR Workshops 2020 · Source PDF ↗

Tracking examples on VOT2018 — Figure 6 · Tracking examples on VOT2018SiamMask in yellow, S-Siam in blue, and ground truth in green on soccer2, wiper, helicopter, and blanket.CVPR Workshops 2020 · Source PDF ↗

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