Who's the best charades player? Mining iconic movement of semantic concepts

Yung Huan Hsieh, Shintami C. Hidayati, Wen Huang Cheng, Min-Chun Hu, Kai Lung Hua

研究成果: Conference contribution

2 引文 斯高帕斯(Scopus)

摘要

Charades is a guessing game with the idea for one player to act out a semantic concept (i.e. a word or phrase) for the other players to guess. An observation from playing charades is that people's cognition on the iconic movements associated with a semantic concept would be often inconsistent, and this fact has long been ignored in the multimedia research. Therefore, the novelty of this work is to propose an automation for mining the most representative videos for each semantic concept as its iconic movements from a large set of related videos containing various human actions. The discovered iconic movements can be further employed to benefit a broad range of tasks, such as human action recognition and retrieval. For our purpose, a new video benchmark is also presented and the experiments demonstrated our approach potential to human action based applications.

原文English
主出版物標題MultiMedia Modeling - 20th Anniversary International Conference, MMM 2014, Proceedings
頁面231-241
頁數11
版本PART 1
DOIs
出版狀態Published - 2014 二月 7
事件20th Anniversary International Conference on MultiMedia Modeling, MMM 2014 - Dublin, Ireland
持續時間: 2014 一月 62014 一月 10

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
號碼PART 1
8325 LNCS
ISSN(列印)0302-9743
ISSN(電子)1611-3349

Other

Other20th Anniversary International Conference on MultiMedia Modeling, MMM 2014
國家/地區Ireland
城市Dublin
期間14-01-0614-01-10

All Science Journal Classification (ASJC) codes

  • 理論電腦科學
  • 電腦科學(全部)

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