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• W2956216476 abstract "In this paper, we demonstrate a novel algorithm that uses ellipse fitting to estimate the bounding box rotation angle and size with the segmentation(mask) on the target for online and real-time visual object tracking. Our method, SiamMask E, improves the bounding box fitting procedure of the state-of-the-art object tracking algorithm SiamMask and still retains a fast-tracking frame rate (80 fps) on a system equipped with GPU (GeForce GTX 1080 Ti or higher). We tested our approach on the visual object tracking datasets (VOT2016, VOT2018, and VOT2019) that were labeled with rotated bounding boxes. By comparing with the original SiamMask, we achieved an improved Accuracy of 0.645 and 0.303 EAO on VOT2019, which is 0.049 and 0.02 higher than the original SiamMask. Our project website is available at this http URL." @default.
• W2956216476 created "2019-07-23" @default.
• W2956216476 creator A5050086744 @default.
• W2956216476 creator A5072681668 @default.
• W2956216476 date "2019-07-08" @default.
• W2956216476 modified "2023-09-27" @default.
• W2956216476 title "Fast Visual Object Tracking with Rotated Bounding Boxes" @default.
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• W2956216476 hasPublicationYear "2019" @default.
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