C4.5: programs for machine learning
C4.5: programs for machine learning
MULTIMEDIA '94 Proceedings of the second ACM international conference on Multimedia
Machine vision
Video segmentation using a histogram-based fuzzy c-means clustering algorithm
Computer Standards & Interfaces
A fuzzy theoretic approach for video segmentation using syntactic features
Pattern Recognition Letters
Video segmentation based on 2D image analysis
Pattern Recognition Letters - Special issue: Sibgrapi 2001
Optimal Shot Boundary Detection Based on Robust Statistical Models
ICMCS '99 Proceedings of the IEEE International Conference on Multimedia Computing and Systems - Volume 2
A robust scene-change detection method for video segmentation
IEEE Transactions on Circuits and Systems for Video Technology
Shot-boundary detection: unraveled and resolved?
IEEE Transactions on Circuits and Systems for Video Technology
Real-time shot change detection over online MPEG-2 video
IEEE Transactions on Circuits and Systems for Video Technology
Video extraction for fast content access to MPEG compressed videos
IEEE Transactions on Circuits and Systems for Video Technology
Parametric model for video content analysis
Pattern Recognition Letters
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Detection of hard cuts and gradual transitions from video using fuzzy logic
International Journal of Artificial Intelligence and Soft Computing
Shot boundary detection in MPEG videos using local and global indicators
IEEE Transactions on Circuits and Systems for Video Technology
Fuzzy color histogram-based video segmentation
Computer Vision and Image Understanding
Shot Boundary Detection Based on Eigen Coefficients and Small Eigen Value
SAMT '09 Proceedings of the 4th International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
A unified scheme of shot boundary detection and anchor shot detection in news video story parsing
Multimedia Tools and Applications
Multimedia Tools and Applications
The research of sub-domain color histogram based on weight
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
A key-frame-oriented video browser
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Unsupervised Tracking, Roughness and Quantitative Indices
Fundamenta Informaticae - Cognitive Informatics and Computational Intelligence: Theory and Applications
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Video temporal segmentation is normally the first and important step for content-based video applications. Many features including the pixel difference, colour histogram, motion, and edge information etc. have been widely used and reported in the literature to detect shot cuts inside videos. Although existing research on shot cut detection is active and extensive, it still remains a challenge to achieve accurate detection of all types of shot boundaries with one single algorithm. In this paper, we propose a fuzzy logic approach to integrate hybrid features for detecting shot boundaries inside general videos. The fuzzy logic approach contains two processing modes, where one is dedicated to detection of abrupt shot cuts including those short dissolved shots, and the other for detection of gradual shot cuts. These two modes are unified by a mode-selector to decide which mode the scheme should work on in order to achieve the best possible detection performances. By using the publicly available test data set from Carleton University, extensive experiments were carried out and the test results illustrate that the proposed algorithm outperforms the representative existing algorithms in terms of the precision and recall rates.