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)
Automatic Parsing of TV Soccer Programs
ICMCS '95 Proceedings of the International Conference on Multimedia Computing and Systems
Real-time goal-mouth detection in MPEG soccer video
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Robust goal-mouth detection for virtual content insertion
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Semantic video classification and feature subset selection under context and concept uncertainty
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Automatic replay generation for soccer video broadcasting
Proceedings of the 12th annual ACM international conference on Multimedia
Unsupervised soccer video abstraction based on pitch, dominant color and camera motion analysis
Proceedings of the 12th annual ACM international conference on Multimedia
A component-based multimedia a data model
Proceedings of the ACM workshop on Multimedia for human communication: from capture to convey
Proceedings of the 13th annual ACM international conference on Multimedia
Automated rich presentation of a semantic topic
Proceedings of the 13th annual ACM international conference on Multimedia
Learning rich semantics from news video archives by style analysis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Advertising Insertion in Sports Webcasts
IEEE MultiMedia
Multimodal semantic analysis and annotation for basketball video
EURASIP Journal on Applied Signal Processing
Semantic identification: balancing between complexity and validity
EURASIP Journal on Applied Signal Processing
Trajectory based event tactics analysis in broadcast sports video
Proceedings of the 15th international conference on Multimedia
Movie scene segmentation using background information
Pattern Recognition
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Optimizing training set construction for video semantic classification
EURASIP Journal on Advances in Signal Processing
Audio keywords generation for sports video analysis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Soccer video processing for the detection of advertisement billboards
Pattern Recognition Letters
Multimedia Tools and Applications
Complexity control in semantic identification
International Journal of Intelligent Systems Technologies and Applications
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
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Event tactic analysis based on player and ball trajectory in broadcast video
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Audiovisual integration with Segment Models for tennis video parsing
Computer Vision and Image Understanding
Structure and event mining in sports video with efficient mosaic
Multimedia Tools and Applications
Video analysis of hockey play in selected game situations
Image and Vision Computing
Discriminative optical flow tensor for video semantic analysis
Computer Vision and Image Understanding
Highlight Ranking for Broadcast Tennis Video Based on Multi-modality Analysis and Relevance Feedback
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Interactive broadcast services for live soccer video based on instant semantics acquisition
Journal of Visual Communication and Image Representation
Journal of Visual Communication and Image Representation
Video scene segmentation and semantic representation using a novel scheme
Multimedia Tools and Applications
A visual system for real time detection of goal events during soccer matches
Computer Vision and Image Understanding
Personalized retrieval of sports video based on multi-modal analysis and user preference acquisition
Multimedia Tools and Applications
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
Consumer video retargeting: context assisted spatial-temporal grid optimization
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Event tactic analysis based on broadcast sports video
IEEE Transactions on Multimedia
The IRIS Network of Excellence: Future Directions in Interactive Storytelling
ICIDS '09 Proceedings of the 2nd Joint International Conference on Interactive Digital Storytelling: Interactive Storytelling
Soccer Video Shot Classification Based on Color Characterization Using Dominant Sets Clustering
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Statistical motion information extraction and representation for semantic video analysis
IEEE Transactions on Circuits and Systems for Video Technology
SVE: an integrated system for soccer video edition
Proceedings of the international conference on Multimedia information retrieval
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
Multimedia Tools and Applications
Statistical framework for shot segmentation and classification in sports video
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
A review of vision-based systems for soccer video analysis
Pattern Recognition
Multimedia Tools and Applications
A novel histogram-based feature representation and its application in sport players classification
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Generalized playfield segmentation of sport videos using color features
Pattern Recognition Letters
A template-based baseball video scene classification using efficient playfield segmentation
Multimedia Tools and Applications
Strategy diagram for identifying play strategies in multi-view soccer video data
DS'06 Proceedings of the 9th international conference on Discovery Science
Tactic analysis based on real-world ball trajectory in soccer video
Pattern Recognition
HMM-Based audio keyword generation
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
Ice hockey shooting event modeling with mixture hidden Markov model
Multimedia Tools and Applications
Semi-supervised multi-instance multi-label learning for video annotation task
Proceedings of the 20th ACM international conference on Multimedia
Video search and indexing with reinforcement agent for interactive multimedia services
ACM Transactions on Embedded Computing Systems (TECS) - Special issue on embedded systems for interactive multimedia services (ES-IMS)
Sports Information Retrieval for Video Annotation
International Journal of Digital Library Systems
Football video annotation based on player motion recognition using enhanced entropy
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
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In this paper, we present statistical techniques for parsing the structure of produced soccer programs. The problem is important for applications such as personalized video streaming and browsing systems, in which videos are segmented into different states and important states are selected based on user preferences. While prior work focuses on the detection of special events such as goals or corner kicks, this paper is concerned with generic structural elements of the game. We define two mutually exclusive states of the game, play and break based on the rules of soccer. Automatic detection of such generic states represents an original challenging issue due to high appearance diversities and temporal dynamics of such states in different videos. We select a salient feature set from the compressed domain, dominant color ratio and motion intensity, based on the special syntax and content characteristics of soccer videos. We then model the stochastic structures of each state of the game with a set of hidden Markov models. Finally, higher-level transitions are taken into account and dynamic programming techniques are used to obtain the maximum likelihood segmentation of the video sequence. The system achieves a promising classification accuracy of 83.5%, with light-weight computation on feature extraction and model inference, as well as a satisfactory accuracy in boundary timing.