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In this paper, we propose a novel direction for gait recognition research by proposing a new capture- modality independent, appearance-based feature which we call the Backfilled Gait Energy Image (BGEI). It can can be constructed from both frontal depth images, as well as the more commonly used side-view silhouettes, allowing the feature to be applied across these two differing capturing systems using...
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