Automatic partitioning of full-motion video
Multimedia Systems
Automatic recognition of film genres
Proceedings of the third ACM international conference on Multimedia
Audio Feature Extraction and Analysis for Scene Segmentation and Classification
Journal of VLSI Signal Processing Systems - special issue on multimedia signal processing
Towards Creative Evolutionary Systems with Interactive Genetic Algorithm
Applied Intelligence
Retrieval of Commercials by Semantic Content: The Semiotic Perspective
Multimedia Tools and Applications
Semantics in Visual Information Retrieval
IEEE MultiMedia
Event detection in baseball video using superimposed caption recognition
Proceedings of the tenth ACM international conference on Multimedia
Multimedia Systems - Special section on video libraries
Automatic Classification of Tennis Video for High-level Content-based Retrieval
CAIVD '98 Proceedings of the 1998 International Workshop on Content-Based Access of Image and Video Databases (CAIVD '98)
A feature-based algorithm for detecting and classifying production effects
Multimedia Systems
Video genre classification using dynamics
ICASSP '01 Proceedings of the Acoustics, Speech, and Signal Processing, 2001. on IEEE International Conference - Volume 03
Video scene retrieval with interactive genetic algorithm
Multimedia Tools and Applications
Affective video content representation and modeling
IEEE Transactions on Multimedia
Rapid scene analysis on compressed video
IEEE Transactions on Circuits and Systems for Video Technology
Performance characterization of video-shot-change detection methods
IEEE Transactions on Circuits and Systems for Video Technology
A semantic event-detection approach and its application to detecting hunts in wildlife video
IEEE Transactions on Circuits and Systems for Video Technology
Effectiveness of Video Segmentation Techniques for Different Categories of Videos
Proceedings of the 2008 conference on New Trends in Multimedia and Network Information Systems
Ego-similarity measurement for relevance feedback
Expert Systems with Applications: An International Journal
The identification of slapstick comedy using automatic affective video indexing techniques
Proceedings of the 50th Annual Southeast Regional Conference
Content-based image retrieval using OWA fuzzy linking histogram
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Computational intelligence models for image processing and information reasoning
| Hi-index | 12.05 |
A new semantic-based video scene retrieval method is proposed in this paper. Twelve low-level features extracted from a video clip are represented in a genetic chromosome and target videos that user has in mind are retrieved by the interactive genetic algorithm through the feedback iteration. In this procedure, high-level semantic relevance between retrieved videos is accumulated with so-called semantic relevance matrix and semantic frequency matrix for each iteration, and they are combined with an automatic feature weight update scheme to retrieve more target videos at the next iteration. Experiments over 300 movie scene clips extracted from latest well-known movies, showed an user satisfaction of 0.71 at the fourth iteration for eight queries such as ''gloominess'', ''happiness'', ''quietness'', ''action'', ''conversation'', ''explosion'', ''war'', and ''car chase''.