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Automatic retrieval of visual continuity errors in movies

Published: 08 July 2009 Publication History

Abstract

Continuity errors occur in many movies and television series, in spite of careful checking by those employed to minimise them. In this work we develop a scheme for automatically detecting these errors and producing a ranked list of the most likely inconsistencies, working from a commercial DVD release. We use the editing structure of the movie to detect pairs of shots within a scene that might have arisen from different takes, and thus are possible candidates for continuity errors. These pairs are then registered and examined for differences that lack an obvious cause -- suppressing changes arising from humans and other moving objects by using upper body detectors and trackers. The result is a ranked list of possible continuity errors for the movie.
We show discovered errors for a number of feature length movies including relatively recent releases, such as 'Love Actually' (Curtis, 2003) and classics, such as 'Pretty Woman' (Marshall, 1990). We discover mistakes that have previously been missed in the listings for these movies on such websites as moviemistakes.com.

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T. Cour, C. Jordan, E. Miltsakaki, and B. Taskar. Movie/script: Alignment and parsing of video and text transcription. In Proc. ECCV, volume 4, pages 158--171, 2008.
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MovieMistakes. http://www.moviemistakes.com/.
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  • (2015)Thread-Safe: Towards Recognizing Human Actions Across Shot BoundariesComputer Vision -- ACCV 201410.1007/978-3-319-16817-3_15(222-237)Online publication date: 17-Apr-2015
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  1. Automatic retrieval of visual continuity errors in movies

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    cover image ACM Conferences
    CIVR '09: Proceedings of the ACM International Conference on Image and Video Retrieval
    July 2009
    383 pages
    ISBN:9781605584805
    DOI:10.1145/1646396
    Permission to make digital or hard copies of all or part 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 components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Published: 08 July 2009

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    1. continuity
    2. movie

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    View all
    • (2024)ChunkyEdit: Text-first video interview editing via chunkingProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642667(1-16)Online publication date: 11-May-2024
    • (2023)Bubble Plume Tracking Using a Backseat Driver on an Autonomous Underwater VehicleDrones10.3390/drones71006357:10(635)Online publication date: 16-Oct-2023
    • (2015)Thread-Safe: Towards Recognizing Human Actions Across Shot BoundariesComputer Vision -- ACCV 201410.1007/978-3-319-16817-3_15(222-237)Online publication date: 17-Apr-2015
    • (2014)Total ClusterProceedings of the 2014 Indian Conference on Computer Vision Graphics and Image Processing10.1145/2683483.2683490(1-8)Online publication date: 14-Dec-2014
    • (2014)Local outlier detection reconsideredData Mining and Knowledge Discovery10.1007/s10618-012-0300-z28:1(190-237)Online publication date: 1-Jan-2014
    • (2011)Novelty detection using growing neural gas for visuo-spatial memory2011 IEEE/RSJ International Conference on Intelligent Robots and Systems10.1109/IROS.2011.6094794(1194-1200)Online publication date: Sep-2011

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