Fundamentals of speech recognition
Fundamentals of speech recognition
Neural networks for pattern recognition
Neural networks for pattern recognition
Audio Feature Extraction and Analysis for Scene Segmentation and Classification
Journal of VLSI Signal Processing Systems - special issue on multimedia signal processing
Heuristic approach for generic audio data segmentation and annotation
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 1)
Towards robust features for classifying audio in the CueVideo system
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 1)
Auto-summarization of audio-video presentations
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 1)
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
MindReader: Querying Databases Through Multiple Examples
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Constructing table-of-content for videos
Multimedia Systems - Special section on video libraries
Integrated Image and Speech Analysis for Content-Based Video Indexing
ICMCS '96 Proceedings of the 1996 International Conference on Multimedia Computing and Systems
Extracting story units from long programs for video browsing and navigation
ICMCS '96 Proceedings of the 1996 International Conference on Multimedia Computing and Systems
Automatic Parsing of TV Soccer Programs
ICMCS '95 Proceedings of the International Conference on Multimedia Computing and Systems
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Automatic detection of 'Goal' segments in basketball videos
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Personalizing video recorders using multimedia processing and integration
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Applications of Video-Content Analysis and Retrieval
IEEE MultiMedia
Event detection in baseball video using superimposed caption recognition
Proceedings of the tenth ACM international conference on Multimedia
An integrated baseball digest system using maximum entropy method
Proceedings of the tenth ACM international conference on Multimedia
Semantic Annotation and Indexing of News and Sports Videos
SOFSEM '02 Proceedings of the 29th Conference on Current Trends in Theory and Practice of Informatics: Theory and Practice of Informatics
Extracting Semantic Information from Basketball Video Based on Audio-Visual Features
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Extending a DBMS to Support Content-Based Video Retrieval: A Formula 1 Case Study
EDBT '02 Proceedings of the Worshops XMLDM, MDDE, and YRWS on XML-Based Data Management and Multimedia Engineering-Revised Papers
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
Automatic interpretation of soccer video for highlights extraction and annotation
Proceedings of the 2003 ACM symposium on Applied computing
A mid-level representation framework for semantic sports video analysis
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Real-time goal-mouth detection in MPEG soccer video
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Video summarization based on user log enhanced link analysis
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
Video summarization and retrieval using singular value decomposition
Multimedia Systems
Highlight scene extraction in real time from baseball live video
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Model checking for detection of sport highlights
MIR '03 Proceedings of the 5th 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
Unsupervised soccer video abstraction based on pitch, dominant color and camera motion analysis
Proceedings of the 12th annual ACM international conference on Multimedia
Audio keyword generation for sports video analysis
Proceedings of the 12th annual ACM international conference on Multimedia
Multimodal Video Indexing: A Review of the State-of-the-art
Multimedia Tools and Applications
Maximum entropy model-based baseball highlight detection and classification
Computer Vision and Image Understanding - Special issue on event detection in video
Semantic and structural analysis of TV diving programs
Journal of Computer Science and Technology
A Survey of MPEG-1 Audio, Video and Semantic Analysis Techniques
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
Real time advertisement insertion in baseball video based on advertisement effect
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
Accurate repeat finding and object skipping using fingerprints
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
A fusion scheme of visual and auditory modalities for event detection in sports video
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Live sports event detection based on broadcast video and web-casting text
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
The challenge problem for automated detection of 101 semantic concepts in multimedia
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Video abstraction: A systematic review and classification
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Soccer video analysis by ball, player and referee tracking
SAICSIT '06 Proceedings of the 2006 annual research conference of the South African institute of computer scientists and information technologists on IT research in developing countries
Scene-based event detection for baseball videos
Journal of Visual Communication and Image Representation
Efficient sampling of training set in large and noisy multimedia data
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Automated production of TV program trailer using electronic program guide
Proceedings of the 6th ACM international conference on Image and video retrieval
Multimodal semantic analysis and annotation for basketball video
EURASIP Journal on Applied Signal Processing
Personalized retrieval of sports video
Proceedings of the international workshop on Workshop on multimedia information retrieval
Trajectory based event tactics analysis in broadcast sports video
Proceedings of the 15th international conference on Multimedia
Temporal feature induction for baseball highlight classification
Proceedings of the 15th international conference on Multimedia
Video summarisation: A conceptual framework and survey of the state of the art
Journal of Visual Communication and Image Representation
Audio keywords generation for sports video analysis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
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 overview of video shot clustering and summarization techniques for mobile applications
MobiMedia '06 Proceedings of the 2nd international conference on Mobile multimedia communications
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
An Automated Refereeing and Analysis Tool for the Four-Legged League
RoboCup 2006: Robot Soccer World Cup X
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Automatic personalized video abstraction for sports videos using metadata
Multimedia Tools and Applications
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
A Two-Stage Approach to Highlight Extraction in Sports Video by Using AdaBoost and Multi-modal
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Tracking the soccer ball using multiple fixed cameras
Computer Vision and Image Understanding
Personalized retrieval of sports video based on multi-modal analysis and user preference acquisition
Multimedia Tools and Applications
IEEE Transactions on Circuits and Systems for Video Technology
Event tactic analysis based on broadcast sports video
IEEE Transactions on Multimedia
SIP '07 Proceedings of the Ninth IASTED International Conference on Signal and Image Processing
Developing a holistic model for digital library evaluation
Journal of the American Society for Information Science and Technology
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
An Effective Audio-Visual Information Based Framework for Extracting Highlights in Basketball Games
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Journal of Visual Communication and Image Representation
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
Semantic concept mining in cricket videos for automated highlight generation
Multimedia Tools and Applications
Vlogging: A survey of videoblogging technology on the web
ACM Computing Surveys (CSUR)
Temporal hybridity: footage with instant replay in real time
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Annotation and retrieval of structured video documents
ECIR'03 Proceedings of the 25th European conference on IR research
Audio-based event detection for sports video
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Automatic score scene detection for baseball video
LKR'08 Proceedings of the 3rd international conference on Large-scale knowledge resources: construction and application
ELVIS: Entertainment-led video summaries
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
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
A generic framework for event detection in various video domains
Proceedings of the international conference on Multimedia
Automatic categorization and summarization of documentaries
Journal of Information Science
Pic-A-Topic: efficient viewing of informative TV contents on travel, cooking, food and more
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Bayesian belief network based broadcast sports video indexing
Multimedia Tools and Applications
Video semantic concept detection using ontology
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
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
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
Person tracking and multicamera video retrieval using floor sensors in a ubiquitous environment
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Pic-A-Topic: gathering information efficiently from recorded TV shows on travel
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Automatic parsing of sports videos with grammars
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
HMM-Based audio keyword generation
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
Generic summarization technology for consumer video
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Archiving tennis video clips based on tactics information
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Multimedia retrieval from a large number of sources in a ubiquitous environment
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
Text driven temporal segmentation of cricket videos
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Temporal relation analysis in audiovisual documents for complementary descriptive information
AMR'05 Proceedings of the Third international conference on Adaptive Multimedia Retrieval: user, context, and feedback
Combining short and long term audio features for TV sports highlight detection
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Spoken Content Retrieval: A Survey of Techniques and Technologies
Foundations and Trends in Information Retrieval
Automated stroke classification in Tennis
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Sports Information Retrieval for Video Annotation
International Journal of Digital Library Systems
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In today's fast-paced world, while the number of channels of television programming available is increasing rapidly, the time available to watch them remains the same or is decreasing. Users desire the capability to watch the programs time-shifted (on-demand) and/or to watch just the highlights to save time. In this paper we explore how to provide for the latter capability, that is the ability to extract highlights automatically, so that viewing time can be reduced.We focus on the sport of baseball as our initial target—it is a very popular sport, the whole game is quite long, and the exciting portions are few. We focus on detecting highlights using audio-track features alone without relying on expensive-to-compute video-track features. We use a combination of generic sports features and baseball-specific features to obtain our results, but believe that may other sports offer the same opportunity and that the techniques presented here will apply to those sports. We present details on relative performance of various learning algorithms, and a probabilistic framework for combining multiple sources of information. We present results comparing output of our algorithms against human-selected highlights for a diverse collection of baseball games with very encouraging results.