Please use this identifier to cite or link to this item:
|Title:||Cast2Face: Character identification in movie with actor-character correspondence|
|Source:||Xu, M.,Yuan, X.,Shen, J.,Yan, S. (2010). Cast2Face: Character identification in movie with actor-character correspondence. MM'10 - Proceedings of the ACM Multimedia 2010 International Conference : 831-834. ScholarBank@NUS Repository. https://doi.org/10.1145/1873951.1874090|
|Abstract:||We investigate the problem of automatically identifying characters in a movie with the supervision of actor-character name correspondence provided by the movie cast. Our proposed framework, namely Cast2Face, is featured by: (i) we restrict the names to assign within the set of character names in the cast; (ii) for each character, by using the corresponding actor's name as a key word, we retrieve from Google image search a group of face images to form the gallery set; and (iii) the probe face tracks in the movie are then identified as one of the actors by robust multi-task joint sparse representation and classification method. The assigned actor name on a face track is then mapped to the character name based on the cast again. In addition to face naming, we further apply the proposed method to spotlights summarization of a particular actor in his/her movies. Empirical evaluations on several feature-length movies demonstrate the satisfying performance of our method. © 2010 ACM.|
|Source Title:||MM'10 - Proceedings of the ACM Multimedia 2010 International Conference|
|Appears in Collections:||Staff Publications|
Show full item record
Files in This Item:
There are no files associated with this item.
checked on Mar 7, 2018
checked on Mar 9, 2018
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.