Robust model-based motion tracking through the integration of search and estimation
International Journal of Computer Vision
Machine Learning
Motion-based segmentation and contour-based classification of video objects
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
The Holy Grail of Content-Based Media Analysis
IEEE MultiMedia
ICONDENSATION: Unifying Low-Level and High-Level Tracking in a Stochastic Framework
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
Joint Probabilistic Techniques for Tracking Multi-Part Objects
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
A Ball Detection Algorithm for Real Soccer Image Sequences
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
Automatic Parsing of TV Soccer Programs
ICMCS '95 Proceedings of the International Conference on Multimedia Computing and Systems
A novel ball detection framework for real soccer video
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 1
A ball tracking framework for broadcast soccer video
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 1
Creating audio keywords for event detection in soccer video
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 1
Automatic soccer video analysis and summarization
IEEE Transactions on Image Processing
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
A robust and accumulator-free ellipse hough transform
Proceedings of the 12th annual ACM international conference on Multimedia
3D reconstruction and enrichment of broadcast soccer video
Proceedings of the 12th annual ACM international conference on Multimedia
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
Content-adaptive transmission of reconstructed soccer goal events over low bandwidth networks
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
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
Automatic annotation and semantic retrieval of video sequences using multimedia ontologies
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
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
Using object and trajectory analysis to facilitate indexing and retrieval of video
Knowledge-Based Systems
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
Multimedia enriched ontologies for video digital libraries
International Journal of Parallel, Emergent and Distributed Systems
Ball detection from broadcast soccer videos using static and dynamic features
Journal of Visual Communication and Image Representation
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
Journal of Visual Communication and Image Representation
Tracking the soccer ball using multiple fixed cameras
Computer Vision and Image Understanding
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
Enhancing TV programmes with additional contents using MPEG-7 segmentation information
Expert Systems with Applications: An International Journal
Multimedia ontology based computational framework for video annotation and retrieval
MCAM'07 Proceedings of the 2007 international conference on Multimedia content analysis and mining
Playfield and ball detection in soccer video
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
A ROI detection model for soccer video on small display
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Multimedia Tools and Applications
Proceedings of the international conference on Multimedia
Tennis Video 2.0: A new presentation of sports videos with content separation and rendering
Journal of Visual Communication and Image Representation
A ball tracking system for offline tennis videos
VIS'08 Proceedings of the 1st WSEAS international conference on Visualization, imaging and simulation
Domain knowledge extension with pictorially enriched ontologies
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Automatic annotation of sport video content
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Self-calibration based 3d information extraction and application in broadcast soccer video
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Soccer videos highlight prediction and annotation in real time
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Tracking soccer ball in TV broadcast video
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
A scheme for ball detection and tracking in broadcast soccer video
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
Using knowledge representation languages for video annotation and retrieval
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
Semantic scalability using tennis videos as examples
Multimedia Tools and Applications
Recognizing tactic patterns in broadcast basketball video using player trajectory
Journal of Visual Communication and Image Representation
Multimedia Tools and Applications
Sports Information Retrieval for Video Annotation
International Journal of Digital Library Systems
Recognizing jump patterns with physics-based validation in human moving trajectory
Journal of Visual Communication and Image Representation
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This paper first presents an improved trajectory-based algorithm for automatically detecting and tracking the ball in broadcast soccer video. Unlike the object-based algorithms, our algorithm does not evaluate whether a sole object is a ball. Instead, it evaluates whether a candidate trajectory, which is generated from the candidate feature image by a candidate verification procedure based on Kalman filter,, which is generated from the candidate feature image by a candidate verification procedure based on Kalman filter, is a ball trajectory. Secondly, a new approach for automatically analyzing broadcast soccer video is proposed, which is based on the ball trajectory. The algorithms in this approach not only improve play-break analysis and high-level semantic event detection, but also detect the basic actions and analyze team ball possession, which may not be analyzed based only on the low-level feature. Moreover, experimental results show that our ball detection and tracking algorithm can achieve above 96% accuracy for the video segments with the soccer field. Compared with the existing methods, a higher accuracy is achieved on goal detection and play-break segmentation. To the best of our knowledge, we present the first solution in detecting the basic actions such as touching and passing, and analyzing the team ball possession in broadcast soccer video.