Deformable Object Tracking with Gated Fusion

IEEE Transactions on Image Processing, pp. 3766-3777, 2019.

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Target trackingConvolutionLogic gatesStandardsFeature extractionMore(2+)

Abstract:

The tracking-by-detection framework receives growing attention 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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