Deformable Object Tracking with Gated Fusion

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, Volume abs/1809.10417, 2019.

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Abstract:

The tracking-by-detection framework receives growing attentions through the integration with the Convolutional Neural Networks (CNNs). Existing tracking-by-detection based methods, however, fail to track objects with severe appearance variations. This is because the traditional convolutional operation is performed on fixed grids, and thus...More

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