物体操作データセットarXiv:1607.00442
物体操作・インタラクション向けデータセットのサーベイ
Datasets on object manipulation and interaction: a survey
物体操作に関連する20のデータセットをモダリティ・活動・アノテーションの観点で比較整理し、今後のデータセット設計への提言をまとめたサーベイ。
著者: Yongqiang Huang, Yu Sun
分類: cs.RO
原文アブストラクト
A dataset is crucial for model learning and evaluation. Choosing the right dataset to use or making a new dataset requires the knowledge of those that are available. In this work, we provide that knowledge, by reviewing twenty datasets that were published in the recent six years and that are directly related to object manipulation. We report on modalities, activities, and annotations for each individual dataset and give our view on its use for object manipulation. We also compare the datasets and summarize them. We conclude with our suggestion on future datasets.
