Automatically selecting shots for action movie trailers
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Semantic video analysis for psychological research on violence in computer games
Proceedings of the 6th ACM international conference on Image and video retrieval
Audio keywords generation for sports video analysis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Accumulated motion energy fields estimation and representation for semantic event detection
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Motion entropy feature and its applications to event-based segmentation of sports video
EURASIP Journal on Advances in Signal Processing
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
Sports event detection using temporal patterns mining and web-casting text
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
Discriminative optical flow tensor for video semantic analysis
Computer Vision and Image Understanding
Query independent measures of annotation and annotator impact
Proceedings of the WSDM '09 Workshop on Exploiting Semantic Annotations in Information Retrieval
A visual system for real time detection of goal events during soccer matches
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
Video Event Classification Using Bag of Words and String Kernels
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Event detection in sports video based on generative-discriminative models
EiMM '09 Proceedings of the 1st ACM international workshop on Events in multimedia
Ice hockey shot event modeling with mixture hidden Markov model
EiMM '09 Proceedings of the 1st ACM international workshop on Events in multimedia
MM '09 Proceedings of the 17th ACM international conference on Multimedia
A novel multimedia data mining framework for information extraction of a soccer video stream
Intelligent Data Analysis
Deep networks for audio event classification in soccer videos
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Multimedia multimodal methodologies
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Tennissense: a platform for extracting semantic information from multi-camera tennis data
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Statistical motion information extraction and representation for semantic video analysis
IEEE Transactions on Circuits and Systems for Video Technology
Sports video mining via multichannel segmental hidden Markov models
IEEE Transactions on Multimedia
Robust semantic concept detection in large video collections
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A generic approach to classify sports video shots and its application in event detection
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Multimedia Tools and Applications
A semantic framework for video genre classification and event analysis
Image Communication
A review of vision-based systems for soccer video analysis
Pattern Recognition
IM(S)2: Interactive movie summarization system
Journal of Visual Communication and Image Representation
Proceedings of the ACM International Conference on Image and Video Retrieval
Multimodal information fusion application to human emotion recognition from face and speech
Multimedia Tools and Applications
Coupled multi-object tracking and labeling for vehicle trajectory estimation and matching
Multimedia Tools and Applications
Multimedia Tools and Applications
A new spatio-temporal method for event detection and personalized retrieval of sports video
Multimedia Tools and Applications
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
Social recommendation and visual analysis on the TV
Proceedings of the international conference on Multimedia
Generic architecture for event detection in broadcast sports video
Proceedings of the 3rd international workshop on Automated information extraction in media production
Soccer video event detection by fusing middle level visual semantics of an event clip
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Travelmedia: An intelligent management system for media captured in travel
Journal of Visual Communication and Image Representation
SportsAnno: what do you think?
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Event detection and recognition for semantic annotation of video
Multimedia Tools and Applications
Issues in designing novel applications for emerging multimedia technologies
USAB'10 Proceedings of the 6th international conference on HCI in work and learning, life and leisure: workgroup human-computer interaction and usability engineering
Bayesian belief network based broadcast sports video indexing
Multimedia Tools and Applications
Bayesian filter based behavior recognition in workflows allowing for user feedback
Computer Vision and Image Understanding
Ice hockey shooting event modeling with mixture hidden Markov model
Multimedia Tools and Applications
A Generic Approach for Systematic Analysis of Sports Videos
ACM Transactions on Intelligent Systems and Technology (TIST)
Searching and recommending sports content on mobile devices
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
HMM based soccer video event detection using enhanced mid-level semantic
Multimedia Tools and Applications
Knowledge adaptation for ad hoc multimedia event detection with few exemplars
Proceedings of the 20th ACM international conference on Multimedia
A reward-and-punishment-based approach for concept detection using adaptive ontology rules
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Temporal encoded F-formation system for social interaction detection
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E-LAMP: integration of innovative ideas for multimedia event detection
Machine Vision and Applications
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In this paper, we propose a novel audio-visual feature-based framework for event detection in broadcast video of multiple different field sports. Features indicating significant events are selected and robust detectors built. These features are rooted in characteristics common to all genres of field sports. The evidence gathered by the feature detectors is combined by means of a support vector machine, which infers the occurrence of an event based on a model generated during a training phase. The system is tested generically across multiple genres of field sports including soccer, rugby, hockey, and Gaelic football and the results suggest that high event retrieval and content rejection statistics are achievable.