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Feature flow: In-network feature flow estimation for video object detection

PATTERN RECOGNITION (2022)

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Summary: The paper introduces a Multiscale Structural Kernel Representation (MSKR) for improving object detection performance by tackling the challenges of high-order statistics using polynomial kernel approximation and feature power normalization. This method generates more discriminative representations, improves object detection performance, and can be flexibly integrated into existing detectors, achieving competitive performance.

PATTERN RECOGNITION (2021)

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Article Computer Science, Artificial Intelligence