Applications of Video-Content Analysis and Retrieval
IEEE MultiMedia
An integrated baseball digest system using maximum entropy method
Proceedings of the tenth ACM international conference on Multimedia
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Offense based temporal segmentation for event detection in soccer video
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Multimodal Video Indexing: A Review of the State-of-the-art
Multimedia Tools and Applications
A statistical-driven approach for automatic classification of events in AFL video highlights
ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38
Proceedings of the 13th annual ACM international conference on Multimedia
Automatic generation of personalized music sports video
Proceedings of the 13th annual ACM international conference on Multimedia
Finding and identifying unknown commercials using repeated video sequence detection
Computer Vision and Image Understanding
Generic play-break event detection for summarization and hierarchical sports video analysis
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Video abstraction: A systematic review and classification
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Multimodal semantic analysis and annotation for basketball video
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
Audio keywords generation for sports video analysis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
An overview of video shot clustering and summarization techniques for mobile applications
MobiMedia '06 Proceedings of the 2nd international conference on Mobile multimedia communications
Attention guided football video content recommendation on mobile devices
MobiMedia '06 Proceedings of the 2nd international conference on Mobile multimedia communications
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Video Semantic Content Analysis Framework Based on Ontology Combined MPEG-7
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
Interactive broadcast services for live soccer video based on instant semantics acquisition
Journal of Visual Communication and Image Representation
A trajectory-based analysis of coordinated team activity in a basketball game
Computer Vision and Image Understanding
An intelligent strategy for the automatic detection of highlights in tennis video recordings
Expert Systems with Applications: An International Journal
A general framework for automatic on-line replay detection in sports video
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Statistical motion information extraction and representation for semantic video analysis
IEEE Transactions on Circuits and Systems for Video Technology
Bridging the semantic gap in sports video retrieval and summarization
Journal of Visual Communication and Image Representation
Automatic multi-level summarizations generation based on basic semantic unit for sports video
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Audio-based event detection for sports video
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Knowledge-discounted event detection in sports video
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on model-based diagnostics
Content-based intelligent video recorder with its implementation on sports video
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
A novel sports video logo detector based on motion analysis
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
A rapid scheme for slow-motion replay segment detection
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
HMM-Based audio keyword generation
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
A semantic description scheme of soccer video based on MPEG-7
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Football video segmentation based on video production strategy
ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
HMM based soccer video event detection using enhanced mid-level semantic
Multimedia Tools and Applications
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Features extraction for soccer video semantic analysis: current achievements and remaining issues
Artificial Intelligence Review
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We present a novel method for generating sports video summary highlights. Specifically, our method localizes semantically important events in sport programs by detecting slow motion replays of these events, and then generates highlights of these events at multiple levels. In our method, a hidden Markov model (HMM) is used to model slow motion replays, and an inference algorithm is introduced which computes the probability of a slow motion replay segment, and localizes the boundaries of the segment as well. An effective new feature is used in our HMM, based on a moving measure of the number of zero-crossings and the amplitudes of variations over time of video field differences. Furthermore, the method is capable of filtering out slow motion play segments in commercials. As compared with existing methods for video event detection, our method is more generic (ie, domain independent), and has the ability to capture inherently important events.