Three-dimensional computer vision: a geometric viewpoint
Three-dimensional computer vision: a geometric viewpoint
W4: Real-Time Surveillance of People and Their Activities
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiple view geometry in computer vision
Multiple view geometry in computer vision
Computer Vision and Image Understanding
Semantic annotation of soccer videos: automatic highlights identification
Computer Vision and Image Understanding - Special isssue on video retrieval and summarization
Structure analysis of soccer video with domain knowledge and hidden Markov models
Pattern Recognition Letters - Video computing
Parallel Tracking of All Soccer Players by Integrating Detected Positions in Multiple View Images
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 4 - Volume 04
A Generic Framework for Semantic Sports Video Analysis Using Dynamic Bayesian Networks
MMM '05 Proceedings of the 11th International Multimedia Modelling Conference
Computerized Real-Time Analysis of Football Games
IEEE Pervasive Computing
Multi-Target Tracking - Linking Identities using Bayesian Network Inference
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Camera-based observation of football games for analyzing multi-agent activities
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Estimation of Ball Route under Overlapping with Players and Lines in Soccer Video Image Sequence
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 01
ACM Computing Surveys (CSUR)
Tracking People by Learning Their Appearance
IEEE Transactions on Pattern Analysis and Machine Intelligence
ISM '06 Proceedings of the Eighth IEEE International Symposium 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
On-line trajectory clustering for anomalous events detection
Pattern Recognition Letters
Trajectory Analysis for Soccer Players
ICDMW '06 Proceedings of the Sixth IEEE International Conference on Data Mining - Workshops
Trajectory based event tactics analysis in broadcast sports video
Proceedings of the 15th international conference on Multimedia
Scout: a game speed analysis and tracking system
Machine Vision and Applications
Multicamera People Tracking with a Probabilistic Occupancy Map
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Ball detection from broadcast soccer videos using static and dynamic features
Journal of Visual Communication and Image Representation
Automatic player detection, labeling and tracking in broadcast soccer video
Pattern Recognition Letters
People detection in low-resolution video with non-stationary background
Image and Vision Computing
Automatic soccer players tracking in goal scenes by camera motion elimination
Image and Vision Computing
Tracking Multiple Occluding People by Localizing on Multiple Scene Planes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dynamic video summarization using two-level redundancy detection
Multimedia Tools and Applications
A visual system for real time detection of goal events during soccer matches
Computer Vision and Image Understanding
Visually tracking football games based on TV broadcasts
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Tracking soccer players aiming their kinematical motion analysis
Computer Vision and Image Understanding
Efficient background subtraction and shadow removal for monochromatic video sequences
IEEE Transactions on Multimedia - Special section on communities and media computing
A ROI Detection Model for Soccer Video on Small Display
IITA '09 Proceedings of the 2009 Third International Symposium on Intelligent Information Technology Application - Volume 02
Background recovering in outdoor image sequences: An example of soccer players segmentation
Image and Vision Computing
IEEE Transactions on Circuits and Systems for Video Technology
Multi-camera people tracking by collaborative particle filters and principal axis-based integration
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Tracking and labelling of interacting multiple targets
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Tracking soccer ball in TV broadcast video
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Content-trajectory approach for searching video databases
IEEE Transactions on Multimedia
Semantic adaptation of sport videos with user-centred performance analysis
IEEE Transactions on Multimedia
Fusion of audio and motion information on HMM-based highlight extraction for baseball games
IEEE Transactions on Multimedia
Semantic analysis of soccer video using dynamic Bayesian network
IEEE Transactions on Multimedia
Trajectory-Based Ball Detection and Tracking in Broadcast Soccer Video
IEEE Transactions on Multimedia
Virtual Viewpoint Replay for a Soccer Match by View Interpolation From Multiple Cameras
IEEE Transactions on Multimedia
Graph-Based Multiplayer Detection and Tracking in Broadcast Soccer Videos
IEEE Transactions on Multimedia
Using Webcast Text for Semantic Event Detection in Broadcast Sports Video
IEEE Transactions on Multimedia
IEEE Transactions on Consumer Electronics
Automatic soccer video analysis and summarization
IEEE Transactions on Image Processing
A Multiple-Hypothesis Approach for Multiobject Visual Tracking
IEEE Transactions on Image Processing
IEEE Transactions on Circuits and Systems for Video Technology
Event detection in field sports video using audio-visual features and a support vector Machine
IEEE Transactions on Circuits and Systems for Video Technology
An Intelligent Display Scheme of Soccer Video on Mobile Devices
IEEE Transactions on Circuits and Systems for Video Technology
Real-Time Modeling of 3-D Soccer Ball Trajectories From Multiple Fixed Cameras
IEEE Transactions on Circuits and Systems for Video Technology
Soccer ball detection by comparing different feature extraction methodologies
Advances in Artificial Intelligence
Accurate ball detection in soccer images using probabilistic analysis of salient regions
Machine Vision and Applications
Features extraction for soccer video semantic analysis: current achievements and remaining issues
Artificial Intelligence Review
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This paper presents a survey of soccer video analysis systems for different applications: video summarization, provision of augmented information, high-level analysis. Computer vision techniques have been adapted to be applicable in the challenging soccer context. Different semantic levels of interpretation are required according to the complexity of the corresponding applications. For each application area we analyze the computer vision methodologies, their strengths and weaknesses and we investigate whether these approaches can be applied to extensive and real time soccer video analysis.