MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Semantic annotation of soccer videos: automatic highlights identification
Computer Vision and Image Understanding - Special isssue on video retrieval and summarization
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
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 new method to segment playfield and its applications in match analysis in sports video
Proceedings of the 12th annual ACM international conference on Multimedia
Extraction of Film Takes for Cinematic Analysis
Multimedia Tools and Applications
An Integrated Framework for Semantic Annotation and Adaptation
Multimedia Tools and Applications
Survey of sports video analysis: research issues and applications
VIP '05 Proceedings of the Pan-Sydney area workshop on Visual information processing
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
Common Visual Cues for Sports Highlights Modeling
Multimedia Tools and Applications
Real time advertisement insertion in baseball video based on advertisement effect
Proceedings of the 13th annual ACM international conference on Multimedia
Automatic video annotation using ontologies extended with visual information
Proceedings of the 13th annual ACM international conference on Multimedia
Proceedings of the 13th annual ACM international conference on Multimedia
Highlight ranking for sports video browsing
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
Automated rich presentation of a semantic topic
Proceedings of the 13th annual ACM international conference on Multimedia
Content-based video indexing for sports applications using integrated multi-modal approach
Proceedings of the 13th annual ACM international conference on Multimedia
Player identification in soccer videos
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Enhanced ontologies for video annotation and retrieval
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
A unified framework for semantic shot representation of sports video
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Exploiting temporal discontinuities for event detection and manipulation in video streams
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Extensible detection and indexing of highlight events in broadcasted sports video
ACSC '06 Proceedings of the 29th Australasian Computer Science Conference - Volume 48
Scene-level analysis for tennis sports video using weighted linear combination of visual cues
IMSA'06 Proceedings of the 24th IASTED international conference on Internet and multimedia systems and applications
Automatic sports video analysis using audio clues and context knowledge
IMSA'06 Proceedings of the 24th IASTED international conference on Internet and multimedia systems and applications
Low cost soccer video summaries based on visual rhythm
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Live sports event detection based on broadcast video and web-casting text
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Multimedia simplification for optimized MMS synthesis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Scene-based event detection for baseball videos
Journal of Visual Communication and Image Representation
Multimodal semantic analysis and annotation for basketball video
EURASIP Journal on Applied Signal Processing
Content-aware scalability-type selection for rate adaptation of scalable video
EURASIP Journal on Applied Signal Processing
The trecvid 2007 BBC rushes summarization evaluation pilot
Proceedings of the international workshop on TRECVID video summarization
A robust preprocessing algorithm for low-resolution soccer videos
Proceedings of the international workshop on Workshop on mobile video
Trajectory based event tactics analysis in broadcast sports video
Proceedings of the 15th international conference on Multimedia
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Video summarisation: A conceptual framework and survey of the state of the art
Journal of Visual Communication and Image Representation
A scalable and extensible segment-event-object-based sports video retrieval system
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Multimedia Tools and Applications
An event detection framework in video sequences based on hierarchic event structure perception
ISPRA'06 Proceedings of the 5th WSEAS International Conference on Signal Processing, Robotics and Automation
Combination of accumulated motion and color segmentation for human activity analysis
Journal on Image and Video Processing - Anthropocentric Video Analysis: Tools and Applications
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
Automatic live tagging of videos using chronicles
Proceedings of the 2008 Ambi-Sys workshop on Ambient media delivery and interactive television
An Automated Refereeing and Analysis Tool for the Four-Legged League
RoboCup 2006: Robot Soccer World Cup X
Video Semantic Content Analysis Framework Based on Ontology Combined MPEG-7
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
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
Rushes video summarization using audio-visual information and sequence alignment
TVS '08 Proceedings of the 2nd ACM TRECVid Video Summarization Workshop
Extending the attribute explorer to support professional team-sport analysis
Information Visualization
Automatic soccer players tracking in goal scenes by camera motion elimination
Image and Vision Computing
Automatic personalized video abstraction for sports videos using metadata
Multimedia Tools and Applications
Discriminative optical flow tensor for video semantic analysis
Computer Vision and Image Understanding
A framework for flexible summarization of racquet sports video using multiple modalities
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
An SVM-Based Soccer Video Shot Classification Scheme Using Projection Histograms
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
General Highlight Detection in Sport Videos
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Probabilistic Integration of Tracking and Recognition of Soccer Players
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
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
Players Clustering Based on Graph Theory for Tactics Analysis Purpose in Soccer Videos
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
A visual system for real time detection of goal events during soccer matches
Computer Vision and Image Understanding
Tracking the soccer ball using multiple fixed cameras
Computer Vision and Image Understanding
A new multimedia information data mining method
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Reusing and Composing Habitual Behavior in Video Browsing
Proceedings of the 2008 conference on Information Modelling and Knowledge Bases XIX
Personalized retrieval of sports video based on multi-modal analysis and user preference acquisition
Multimedia Tools and Applications
Journal of Signal Processing Systems
Event detection in sports video based on generative-discriminative models
EiMM '09 Proceedings of the 1st ACM international workshop on Events in multimedia
Effective semantic classification of consumer events for automatic content management
WSM '09 Proceedings of the first SIGMM workshop on Social media
Consumer video retargeting: context assisted spatial-temporal grid optimization
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Automatic sports genre categorization and view-type classification over large-scale dataset
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Enhancing TV programmes with additional contents using MPEG-7 segmentation information
Expert Systems with Applications: An International Journal
Event tactic analysis based on broadcast sports video
IEEE Transactions on Multimedia
Hierarchical modeling and adaptive clustering for real-time summarization of rush videos
IEEE Transactions on Multimedia
A novel multimedia data mining framework for information extraction of a soccer video stream
Intelligent Data Analysis
Recognition of Semantic Basketball Events Based on Optical Flow Patterns
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
A Hierarchical Semantics-Matching Approach for Sports Video Annotation
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
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
Highlight generation for basketball video using probabilistic excitement
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Automatic evaluation method for rushes summary content
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Sports video mining via multichannel segmental hidden Markov models
IEEE Transactions on Multimedia
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
A simple segmentation approach for sport scene images
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Semantic concept mining in cricket videos for automated highlight generation
Multimedia Tools and Applications
Temporal hybridity: footage with instant replay in real time
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Sharing video browsing style by associating browsing behavior with low-level features of videos
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Proceedings of the 19th international conference on World wide web
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
Multimedia ontology based computational framework for video annotation and retrieval
MCAM'07 Proceedings of the 2007 international conference on Multimedia content analysis and mining
Story unit segmentation with friendly acoustic perception
MCAM'07 Proceedings of the 2007 international conference on Multimedia content analysis and mining
A semantic framework for video genre classification and event analysis
Image Communication
A review of vision-based systems for soccer video analysis
Pattern Recognition
Soccer formation classification based on fisher weight map and Gaussian mixture models
LKR'08 Proceedings of the 3rd international conference on Large-scale knowledge resources: construction and application
A ROI detection model for soccer video on small display
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Robust scene change detection algorithm for flashlights
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
A resource allocation framework for summarizing team sport videos
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multimedia Tools and Applications
A new spatio-temporal method for event detection and personalized retrieval of sports video
Multimedia Tools and Applications
Content-based organisation, analysis and retrieval of soccer video
International Journal of Computer Applications in Technology
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
VSUMM: A mechanism designed to produce static video summaries and a novel evaluation method
Pattern Recognition Letters
Activity-driven content adaptation for effective video summarization
Journal of Visual Communication and Image Representation
A generic framework for event detection in various video domains
Proceedings of the international conference on Multimedia
Unsupervised summarization of rushes videos
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
Video summarization with visual and semantic features
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Efficient temporal segmentation for sports programs with special cases
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Action classification in soccer videos with long short-term memory recurrent neural networks
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
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
Automatic categorization and summarization of documentaries
Journal of Information Science
Innovative Internet video consuming based on media analysis techniques
Electronic Commerce Research
Travelmedia: An intelligent management system for media captured in travel
Journal of Visual Communication and Image Representation
Automatic video genre categorization and event detection techniques on large-scale sports data
Proceedings of the 2010 Conference of the Center for Advanced Studies on Collaborative Research
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
TV program segmentation using multi-modal information fusion
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Bayesian belief network based broadcast sports video indexing
Multimedia Tools and Applications
A template-based baseball video scene classification using efficient playfield segmentation
Multimedia Tools and Applications
Location-aware system based on a dynamic 3D model to help in live broadcasting of sport events
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Event detection models using 2d-BN and CRFs
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
Strategy diagram for identifying play strategies in multi-view soccer video data
DS'06 Proceedings of the 9th international conference on Discovery Science
Domain knowledge extension with pictorially enriched ontologies
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Automatic player detection, tracking and mapping to field model for broadcast soccer videos
Proceedings of the 9th International Conference on Advances in Mobile Computing and Multimedia
Structure in soccer videos: detecting and classifying highlights for automatic summarization
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Automatic annotation of sport video content
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Online play segmentation for broadcasted american football TV programs
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
Semantic analysis of basketball video using motion information
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
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
Tactic analysis based on real-world ball trajectory in soccer video
Pattern Recognition
A method of generating table of contents for educational videos
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
Scene change detection using the weighted chi-test and automatic threshold decision algorithm
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part IV
A method of digital camera work focused on players and a ball
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
Soccer videos highlight prediction and annotation in real time
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Multi-level semantic analysis for sports video
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Shot type classification in sports video using fuzzy information granular
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Classification of frames from broadcasted soccer video and applications
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
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
Multi-video summary and skim generation of sensor-rich videos in geo-space
Proceedings of the 3rd Multimedia Systems Conference
Ice hockey shooting event modeling with mixture hidden Markov model
Multimedia Tools and Applications
A video summarization method for basketball game
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
A case study on logging visual activities: chess game
TAINN'05 Proceedings of the 14th Turkish conference on Artificial Intelligence and Neural Networks
A Generic Approach for Systematic Analysis of Sports Videos
ACM Transactions on Intelligent Systems and Technology (TIST)
Video shot boundary detection algorithm
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Morphological thick line center detection
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
3D human action recognition using model segmentation
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
Long-View player detection framework algorithm in broadcast soccer videos
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Automatic evaluation of video summaries
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Multimedia analysis techniques for e-learning
International Journal of Learning Technology
HMM based soccer video event detection using enhanced mid-level semantic
Multimedia Tools and Applications
Multimedia Tools and Applications
Location based abstraction of user generated mobile videos
Image Communication
Automated stroke classification in Tennis
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Wildlife video key-frame extraction based on novelty detection in semantic context
Multimedia Tools and Applications
Soccer ball detection by comparing different feature extraction methodologies
Advances in Artificial Intelligence
Sports Information Retrieval for Video Annotation
International Journal of Digital Library Systems
Camera calibration in sport event scenarios
Pattern Recognition
Accurate ball detection in soccer images using probabilistic analysis of salient regions
Machine Vision and Applications
A visualization framework for team sports captured using multiple static cameras
Computer Vision and Image Understanding
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We propose a fully automatic and computationally efficient framework for analysis and summarization of soccer videos using cinematic and object-based features. The proposed framework includes some novel low-level processing algorithms, such as dominant color region detection, robust shot boundary detection, and shot classification, as well as some higher-level algorithms for goal detection, referee detection, and penalty-box detection. The system can output three types of summaries: i) all slow-motion segments in a game; ii) all goals in a game; iii) slow-motion segments classified according to object-based features. The first two types of summaries are based on cinematic features only for speedy processing, while the summaries of the last type contain higher-level semantics. The proposed framework is efficient, effective, and robust. It is efficient in the sense that there is no need to compute object-based features when cinematic features are sufficient for the detection of certain events, e.g., goals in soccer. It is effective in the sense that the framework can also employ object-based features when needed to increase accuracy (at the expense of more computation). The efficiency, effectiveness, and robustness of the proposed framework are demonstrated over a large data set, consisting of more than 13 hours of soccer video, captured in different countries and under different conditions.