Kitchen scene context based gesture recognition: A contest in ICPR2012

Atsushi Shimada, Kazuaki Kondo, Daisuke Deguchi, Géraldine Morin, Helman Stern

研究成果: 書籍/レポート タイプへの寄稿会議への寄与

32 被引用数 (Scopus)

抄録

This paper introduces a new open dataset "Actions for Cooking Eggs (ACE) Dataset" and summarizes results of the contest on "Kitchen Scene Context based Gesture Recognition", in conjunction with ICPR2012. The dataset consists of naturally performed actions in a kitchen environment. Five kinds of cooking menus were actually performed by five different actors, and the cooking actions were recorded by a Kinect Sensor. Color image sequences and depth image sequences are both available. Besides, action label was given to each frame. To estimate the action label, action recognition method has to analyze not only actor's action, but also scene contexts such as ingredients and cooking utensils. We compare the submitted algorithms and the results in this paper.

本文言語英語
ホスト出版物のタイトルAdvances in Depth Image Analysis and Applications - International Workshop, WDIA 2012, Selected and Invited Papers
ページ168-185
ページ数18
DOI
出版ステータス出版済み - 2013
イベントInternational Workshop on Advances in Depth Image Analysis and Applications, WDIA 2012 - Tsukuba, 日本
継続期間: 11月 11 201211月 11 2012

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
7854 LNCS
ISSN(印刷版)0302-9743
ISSN(電子版)1611-3349

その他

その他International Workshop on Advances in Depth Image Analysis and Applications, WDIA 2012
国/地域日本
CityTsukuba
Period11/11/1211/11/12

!!!All Science Journal Classification (ASJC) codes

  • 理論的コンピュータサイエンス
  • コンピュータサイエンス一般

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