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A Cooking Support System by Extracting Difficult Scenes for Cooking Operations from Recipe Short Videos

Published: 15 October 2019 Publication History

Abstract

Recently, short cooking videos such as Kurashiru and DELISH KITCHEN are attracting attention. These cooking videos can help people learn the essentials of cooking in a short time. However, it is difficult to understand cooking operations by watching a video only one time. Therefore, in this paper, we propose a novel cooking support system to extract cooking video's difficulty by extracting cooking ingredients and operations based on their appearance time from open captions of videos. We also show the effectiveness of our proposed cooking video's difficulty extraction method.

References

[1]
I Akiguchi, Y. Wang, Y. Kawai, and K. Sumiya. 2018. Determining Difficulty of Cooking Recipe Videos based on Time Characteristics. In Proc. of the 10th Forum on Data Engineering and Information Management (DEIM Forum 2018). DBSJ, Tsukuba, Japan, C4-4.
[2]
C. Kuai, Y. Shidochi, T. Takahashi, I. Ide, and H. Murase. 2014. Analysis of Cooking Motions in Cooking Video. In Proc. of the 4th Digital Contents Symposium. ITE, Tokyo, Japan, 8-2.
[3]
N. Makino, K. Kusunoki, and K. Hatano. 2017. A Difficulty Calculation Method for Cooking Recipe Search based on Cooking Behaviors. In Proc. of the 9th Forum on Data Engineering and Information Management (DEIM Forum 2017). DBSJ, Tsukuba, Japan, C4-5.
[4]
K. Otaki and K. Takano. 2017. A Method for Estimating Cooking Cost from Cooking Vidoe based on Cooking Motions, Tools, and Food Materials. In Proc. of the 79th National Convention of IPSJ. IPSJ, Tokyo, Japan, 539-540.
[5]
Y. Wang and Y. Kawai. 2016. A Lecture Slide Reconstruction System Based on Expertise Extraction for e-Learning. In Proc. of the 18th International Conference on Asia-Pacific Digital Libraries (ICADL 2016). Springer International Publishing, Cham, 167--179.

Cited By

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  • (2021)An Interactive Cooking Support System for Short Recipe Videos based on User Browsing Behavior2021 IEEE 4th International Conference on Multimedia Information Processing and Retrieval (MIPR)10.1109/MIPR51284.2021.00011(21-27)Online publication date: Sep-2021

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  1. A Cooking Support System by Extracting Difficult Scenes for Cooking Operations from Recipe Short Videos

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      cover image ACM Conferences
      MM '19: Proceedings of the 27th ACM International Conference on Multimedia
      October 2019
      2794 pages
      ISBN:9781450368896
      DOI:10.1145/3343031
      Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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      New York, NY, United States

      Publication History

      Published: 15 October 2019

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      Author Tags

      1. cooking recipes
      2. cooking videos
      3. supplementary information

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      MM '19 Paper Acceptance Rate 252 of 936 submissions, 27%;
      Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

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      • (2021)An Interactive Cooking Support System for Short Recipe Videos based on User Browsing Behavior2021 IEEE 4th International Conference on Multimedia Information Processing and Retrieval (MIPR)10.1109/MIPR51284.2021.00011(21-27)Online publication date: Sep-2021

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