From Pose to Activity: Surveying Datasets and Introducing CONVERSE

18 Nov 2015Michael EdwardsJingjing DengXianghua Xie

We present a review on the current state of publicly available datasets within the human action recognition community; highlighting the revival of pose based methods and recent progress of understanding person-person interaction modeling. We categorize datasets regarding several key properties for usage as a benchmark dataset; including the number of class labels, ground truths provided, and application domain they occupy... (read more)

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