Video parsing, retrieval and browsing: an integrated and content-based solution
Proceedings of the third ACM international conference on Multimedia
An Experimental Comparison of Min-Cut/Max-Flow Algorithms for Energy Minimization in Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Action movies segmentation and summarization based on tempo analysis
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Narrative abstraction model for story-oriented video
Proceedings of the 12th annual ACM international conference on Multimedia
Automatically selecting shots for action movie trailers
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Video abstraction: A systematic review and classification
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
An embedded HMM-based approach for face detection and recognition
ICASSP '99 Proceedings of the Acoustics, Speech, and Signal Processing, 1999. on 1999 IEEE International Conference - Volume 06
Toward automatic extraction of expressive elements from motion pictures: tempo
IEEE Transactions on Multimedia
Systematic evaluation of logical story unit segmentation
IEEE Transactions on Multimedia
Affective video content representation and modeling
IEEE Transactions on Multimedia
IEEE Transactions on Multimedia
On the use of computable features for film classification
IEEE Transactions on Circuits and Systems for Video Technology
Affective understanding in film
IEEE Transactions on Circuits and Systems for Video Technology
Representing and playing user selected video narrative domains
SRMC '08 Proceedings of the 2nd ACM international workshop on Story representation, mechanism and context
Synopsis Alignment: Importing External Text Information for Multi-model Movie Analysis
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
RoleNet: movie analysis from the perspective of social networks
IEEE Transactions on Multimedia - Special issue on integration of context and content
Playing Sub-stories from Complex Movies
ICIDS '09 Proceedings of the 2nd Joint International Conference on Interactive Digital Storytelling: Interactive Storytelling
Character identification in feature-length films using global face-name matching
IEEE Transactions on Multimedia
Community discovery from movie and its application to poster generation
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
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We present a brave new way to analyze movie content, from the perspectives of the relationships between roles rather than low-level audiovisual features. Interactions between roles in a movie resemble human behaviors in a society. Roles' actions lead the story and make viewers understand what directors want to present. In this paper, we introduce the idea of social network analysis to model the relationships of actors/actresses as a network, called RoleNet. Through analyzing this network, the proposed approach automatically determines the leading roles and the communities embedded in movies. We also describe an implementation framework to realize the proposed model. The experimental results show that the proposed methods can effectively capture social characteristics in movies. It's believed that this idea provides a different way to approach movie understanding.