Performance of a software MPEG video decoder
MULTIMEDIA '93 Proceedings of the first ACM international conference on Multimedia
Metrics for shot boundary detection in digital video sequences
Multimedia Systems
A fuzzy logic approach for detection of video shot boundaries
Pattern Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
A robust shot transition detection method based on support vector machine in compressed domain
Pattern Recognition Letters
MDC: A Software Tool for Developing MPEG Applications
ICMCS '99 Proceedings of the IEEE International Conference on Multimedia Computing and Systems - Volume 2
Shot boundary detection in MPEG videos using local and global indicators
IEEE Transactions on Circuits and Systems for Video Technology
Efficient MPEG compressed video analysis using macroblock typeinformation
IEEE Transactions on Multimedia
A unified model for techniques on video-shot transition detection
IEEE Transactions on Multimedia
Detection and representation of scenes in videos
IEEE Transactions on Multimedia
Video Segmentation via Temporal Pattern Classification
IEEE Transactions on Multimedia
Perceptual Temporal Quality Metric for Compressed Video
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
Shot-boundary detection: unraveled and resolved?
IEEE Transactions on Circuits and Systems for Video Technology
Foveated shot detection for video segmentation
IEEE Transactions on Circuits and Systems for Video Technology
Modified phase-correlation based robust hard-cut detection with application to archive film
IEEE Transactions on Circuits and Systems for Video Technology
A Formal Study of Shot Boundary Detection
IEEE Transactions on Circuits and Systems for Video Technology
Linear Transition Detection as a Unified Shot Detection Approach
IEEE Transactions on Circuits and Systems for Video Technology
An Efficient Spatiotemporal Attention Model and Its Application to Shot Matching
IEEE Transactions on Circuits and Systems for Video Technology
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In this paper, a content-aware approach is proposed to design multiple test conditions for shot cut detection, which are organized into a multiple phase decision tree for abrupt cut detection and a finite state machine for dissolve detection. In comparison with existing approaches, our algorithm is characterized with two categories of content difference indicators and testing. While the first category indicates the content changes that are directly used for shot cut detection, the second category indicates the contexts under which the content change occurs. As a result, indications of frame differences are tested with context awareness to make the detection of shot cuts adaptive to both content and context changes. Evaluations announced by TRECVID 2007 indicate that our proposed algorithm achieved comparable performance to those using machine learning approaches, yet using a simpler feature set and straightforward design strategies. This has validated the effectiveness of modelling of content-aware indicators for decision making, which also provides a good alternative to conventional approaches in this topic.