Automatically extracting highlights for TV Baseball programs
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
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
A mid-level representation framework for semantic sports video analysis
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
The fusion of audio-visual features and external knowledge for event detection in team sports video
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Automatic replay generation for soccer video broadcasting
Proceedings of the 12th annual ACM international conference on Multimedia
Fusion of AV features and external information sources for event detection in team sports video
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Live sports event detection based on broadcast video and web-casting text
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Video summarisation: A conceptual framework and survey of the state of the art
Journal of Visual Communication and Image Representation
Retrieval of movie scenes by semantic matrix and automatic feature weight update
Expert Systems with Applications: An International Journal
Multimedia Tools and Applications
A multimodal data mining framework for soccer goal detection based on decision tree logic
International Journal of Computer Applications in Technology
Personalized retrieval of sports video based on multi-modal analysis and user preference acquisition
Multimedia Tools and Applications
A context-aware middleware for real-time semantic enrichment of distributed multimedia metadata
Multimedia Tools and Applications
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
Bridging the semantic gap in sports video retrieval and summarization
Journal of Visual Communication and Image Representation
Real-time view recognition and event detection for sports video
Journal of Visual Communication and Image Representation
Multimedia Tools and Applications
A generic framework for event detection in various video domains
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
Highlight events detection in soccer video using HCRF
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Tennis Video 2.0: A new presentation of sports videos with content separation and rendering
Journal of Visual Communication and Image Representation
An event-based video retrieval system by combining broadcasting baseball video and web-casting text
Proceedings of the 2011 ACM Symposium on Applied Computing
A comprehensive study of visual event computing
Multimedia Tools and Applications
Video summarization using a self-growing and self-organized neural gas network
MIRAGE'11 Proceedings of the 5th international conference on Computer vision/computer graphics collaboration techniques
A Generic Approach for Systematic Analysis of Sports Videos
ACM Transactions on Intelligent Systems and Technology (TIST)
HMM based soccer video event detection using enhanced mid-level semantic
Multimedia Tools and Applications
SensorStream: a semantic real-time stream management system
International Journal of Ad Hoc and Ubiquitous Computing
Automatic player behavior analyses from baseball broadcast videos
AMT'12 Proceedings of the 8th international conference on Active Media Technology
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We have developed a novel system for baseball video event detection and summarization using superimposed caption text detection and recognition. The system detects different types of semantic level events in baseball video including scoring and last pitch of each batter. The system has two components: event detection and event boundary detection. Event detection is realized by change detection and recognition of game stat texts (such as text information showing in score box). Event boundary detection is achieved using our previously developed algorithm, which detects the pitch view as the event beginning and nonactive view as potential endings of the event. One unique contribution of the system is its capability to accurately detect the semantic level events by combining video text recognition with camera view recognition. Another unique feature is the real-time processing speed by taking advantage of compressed-domain approaches in part of the algorithms such as caption detection. To the best of our knowledge, this is the first system achieving accurate detection of multiple types of high-level semantic events in baseball videos.