Video parsing, retrieval and browsing: an integrated and content-based solution
Proceedings of the third ACM international conference on Multimedia
Segmentation of video by clustering and graph analysis
Computer Vision and Image Understanding
Computational Media Aesthetics: Finding Meaning Beautiful
IEEE 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
A statistical framework for fusing mid-level perceptual features in news story segmentation
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 1
Large-Scale Concept Ontology for Multimedia
IEEE MultiMedia
The Semantic Pathfinder: Using an Authoring Metaphor for Generic Multimedia Indexing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatically selecting shots for action movie trailers
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Detection and application of influence rankings in small group meetings
Proceedings of the 8th international conference on Multimodal interfaces
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
RoleNet: treat a movie as a small society
Proceedings of the international workshop on Workshop on multimedia information retrieval
Broadcast news story segmentation using social network analysis and hidden markov models
Proceedings of the 15th international conference on Multimedia
Using audio and video features to classify the most dominant person in a group meeting
Proceedings of the 15th international conference on Multimedia
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Social signal processing: state-of-the-art and future perspectives of an emerging domain
MM '08 Proceedings of the 16th ACM international conference on Multimedia
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
Content-based movie analysis and indexing based on audiovisual cues
IEEE Transactions on Circuits and Systems for Video Technology
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
A Novel Role-Based Movie Scene Segmentation Method
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
IEEE Transactions on Multimedia
VisualCor system: search actor correlations in TV series
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Utilizing affective analysis for efficient movie browsing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Character-based movie summarization
Proceedings of the international conference on Multimedia
Dynamic social network for narrative video analysis
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Discovery of implicit correlation between shared information in an open environment
MTDL '11 Proceedings of the third international ACM workshop on Multimedia technologies for distance learning
Social network analysis in a movie using character-net
Multimedia Tools and Applications
Hierarchical framework for plot de-interlacing of TV series based on speakers, dialogues and images
Proceedings of the 2012 ACM international workshop on Audio and multimedia methods for large-scale video analysis
LONET: An interactive search network for intelligent lecture path generation
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on agent communication, trust in multiagent systems, intelligent tutoring and coaching systems
Emotion-based character clustering for managing story-based contents: a cinemetric analysis
Multimedia Tools and Applications
Modeling user-generated contents: an intelligent state machine for user-centric search support
Personal and Ubiquitous Computing
Hi-index | 0.00 |
With the idea of social network analysis, we propose a novel way to analyze movie videos from the perspective of social relationships rather than audiovisual features. To appropriately describe role's relationships in movies, we devise a method to quantify relations and construct role's social networks, called RoleNet. Based on RoleNet, we are able to perform semantic analysis that goes beyond conventional feature-based approaches. In this work, social relations between roles are used to be the context information of video scenes, and leading roles and the corresponding communities can be automatically determined. The results of community identification provide new alternatives in media management and browsing. Moreover, by describing video scenes with role's context, social-relation-based story segmentation method is developed to pave a new way for this widely-studied topic. Experimental results show the effectiveness of leading role determination and community identification. We also demonstrate that the social-based story segmentation approach works much better than the conventional tempo-based method. Finally, we give extensive discussions and state that the proposed ideas provide insights into context-based video analysis.