TY - GEN
T1 - Character relationship analysis in movies using face tracks
AU - Chiu, Yi I.
AU - Chung, Pau Choo
AU - Huang, Chun Rong
N1 - Funding Information:
This work was supported in part by the National Science Council of Taiwan, R.O.C., under NSC-101-2221-E-005-086-MY3 and NSC-101-2221-E-006-262-MY3.
Publisher Copyright:
© 2013; MVA Organization. All rights reserved.
PY - 2013
Y1 - 2013
N2 - In this paper, we propose using face tracks to model faces of the same character under variant head motions and scene illuminations. A novel measurement is developed to assess the similarity between two face tracks with different lengths. Then, based on temporal constraints, the character relationship graph of a movie is built. As shown in the experiments, our method can successfully retrieve character relationships from movies in real-time without any prior information or training.
AB - In this paper, we propose using face tracks to model faces of the same character under variant head motions and scene illuminations. A novel measurement is developed to assess the similarity between two face tracks with different lengths. Then, based on temporal constraints, the character relationship graph of a movie is built. As shown in the experiments, our method can successfully retrieve character relationships from movies in real-time without any prior information or training.
UR - http://www.scopus.com/inward/record.url?scp=85083076174&partnerID=8YFLogxK
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M3 - Conference contribution
AN - SCOPUS:85083076174
SN - 9784901122139
T3 - Proceedings of the 13th IAPR International Conference on Machine Vision Applications, MVA 2013
SP - 431
EP - 434
BT - Proceedings of the 13th IAPR International Conference on Machine Vision Applications, MVA 2013
PB - MVA Organization
T2 - 13th IAPR International Conference on Machine Vision Applications, MVA 2013
Y2 - 20 May 2013 through 23 May 2013
ER -