Multi-scale structural kernel representation for object detection
Pattern Recognition(2021)
摘要
•The first attempt to integrate high-order statistics into deep CNNs for effective object detection.•The proposed high-order statistical module preserves the spatial information while taking account into their special geometry structures.•Performing favorably in comparison to the state-of-the-art methods and showing good generalization ability to other dense prediction tasks.
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关键词
Object detection,High-order statistics,Polynomial kernel,Matrix power normalization
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