An approach to automatic creation of cinemagraphs

Mei-Chen Yeh, Po Yi Li

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Abstract

A cinemagraph is a new type of medium that infuses a static image with the dynamics of one particular region. It is in many ways intermediate between a photograph and a video, and has a number of attractive potential applications, such as the creation of dynamic scenes for games and interactive environments. However, creating cinemagraphs is time consuming and requires certain level of proficiency on photo editing techniques. In this paper, we present a fully automatic approach that creates cinemagraphs from video sequences. Specifically, we view cinemagraph construction as a constrained optimization problem that seeks a sub-volume in video with the maximum cumulative flow fields. The problem can be efficiently solved by a branch and-bound search scheme. A user survey is conducted to understand user preferences and demonstrate the performance of the proposed approach. The findings of this study should provide information for various design choices for an easy and versatile authoring tool for cinemagraphs.

Original languageEnglish
Title of host publicationMM 2012 - Proceedings of the 20th ACM International Conference on Multimedia
Pages1153-1156
Number of pages4
DOIs
Publication statusPublished - 2012 Dec 26
Event20th ACM International Conference on Multimedia, MM 2012 - Nara, Japan
Duration: 2012 Oct 292012 Nov 2

Publication series

NameMM 2012 - Proceedings of the 20th ACM International Conference on Multimedia

Other

Other20th ACM International Conference on Multimedia, MM 2012
CountryJapan
CityNara
Period12/10/2912/11/2

Fingerprint

Constrained optimization
Flow fields

Keywords

  • cinemagraph
  • motion analysis
  • user study

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design
  • Human-Computer Interaction
  • Software

Cite this

Yeh, M-C., & Li, P. Y. (2012). An approach to automatic creation of cinemagraphs. In MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia (pp. 1153-1156). (MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia). https://doi.org/10.1145/2393347.2396406

An approach to automatic creation of cinemagraphs. / Yeh, Mei-Chen; Li, Po Yi.

MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia. 2012. p. 1153-1156 (MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Yeh, M-C & Li, PY 2012, An approach to automatic creation of cinemagraphs. in MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia. MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia, pp. 1153-1156, 20th ACM International Conference on Multimedia, MM 2012, Nara, Japan, 12/10/29. https://doi.org/10.1145/2393347.2396406
Yeh M-C, Li PY. An approach to automatic creation of cinemagraphs. In MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia. 2012. p. 1153-1156. (MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia). https://doi.org/10.1145/2393347.2396406
Yeh, Mei-Chen ; Li, Po Yi. / An approach to automatic creation of cinemagraphs. MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia. 2012. pp. 1153-1156 (MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia).
@inproceedings{05f59a57bcf948c49a129fd7c058b68c,
title = "An approach to automatic creation of cinemagraphs",
abstract = "A cinemagraph is a new type of medium that infuses a static image with the dynamics of one particular region. It is in many ways intermediate between a photograph and a video, and has a number of attractive potential applications, such as the creation of dynamic scenes for games and interactive environments. However, creating cinemagraphs is time consuming and requires certain level of proficiency on photo editing techniques. In this paper, we present a fully automatic approach that creates cinemagraphs from video sequences. Specifically, we view cinemagraph construction as a constrained optimization problem that seeks a sub-volume in video with the maximum cumulative flow fields. The problem can be efficiently solved by a branch and-bound search scheme. A user survey is conducted to understand user preferences and demonstrate the performance of the proposed approach. The findings of this study should provide information for various design choices for an easy and versatile authoring tool for cinemagraphs.",
keywords = "cinemagraph, motion analysis, user study",
author = "Mei-Chen Yeh and Li, {Po Yi}",
year = "2012",
month = "12",
day = "26",
doi = "10.1145/2393347.2396406",
language = "English",
isbn = "9781450310895",
series = "MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia",
pages = "1153--1156",
booktitle = "MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia",

}

TY - GEN

T1 - An approach to automatic creation of cinemagraphs

AU - Yeh, Mei-Chen

AU - Li, Po Yi

PY - 2012/12/26

Y1 - 2012/12/26

N2 - A cinemagraph is a new type of medium that infuses a static image with the dynamics of one particular region. It is in many ways intermediate between a photograph and a video, and has a number of attractive potential applications, such as the creation of dynamic scenes for games and interactive environments. However, creating cinemagraphs is time consuming and requires certain level of proficiency on photo editing techniques. In this paper, we present a fully automatic approach that creates cinemagraphs from video sequences. Specifically, we view cinemagraph construction as a constrained optimization problem that seeks a sub-volume in video with the maximum cumulative flow fields. The problem can be efficiently solved by a branch and-bound search scheme. A user survey is conducted to understand user preferences and demonstrate the performance of the proposed approach. The findings of this study should provide information for various design choices for an easy and versatile authoring tool for cinemagraphs.

AB - A cinemagraph is a new type of medium that infuses a static image with the dynamics of one particular region. It is in many ways intermediate between a photograph and a video, and has a number of attractive potential applications, such as the creation of dynamic scenes for games and interactive environments. However, creating cinemagraphs is time consuming and requires certain level of proficiency on photo editing techniques. In this paper, we present a fully automatic approach that creates cinemagraphs from video sequences. Specifically, we view cinemagraph construction as a constrained optimization problem that seeks a sub-volume in video with the maximum cumulative flow fields. The problem can be efficiently solved by a branch and-bound search scheme. A user survey is conducted to understand user preferences and demonstrate the performance of the proposed approach. The findings of this study should provide information for various design choices for an easy and versatile authoring tool for cinemagraphs.

KW - cinemagraph

KW - motion analysis

KW - user study

UR - http://www.scopus.com/inward/record.url?scp=84871368733&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84871368733&partnerID=8YFLogxK

U2 - 10.1145/2393347.2396406

DO - 10.1145/2393347.2396406

M3 - Conference contribution

AN - SCOPUS:84871368733

SN - 9781450310895

T3 - MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia

SP - 1153

EP - 1156

BT - MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia

ER -