Fusion of Multiple Tracking Algorithms for Robust People Tracking
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Where Are the Ball and Players? Soccer Game Analysis with Color Based Tracking and Image Mosaick
ICIAP '97 Proceedings of the 9th International Conference on Image Analysis and Processing-Volume II
Multiple View Geometry in Computer Vision
Multiple View Geometry in Computer Vision
Improved Adaptive Gaussian Mixture Model for Background Subtraction
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 2 - Volume 02
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
Efficient adaptive density estimation per image pixel for the task of background subtraction
Pattern Recognition Letters
Creation of High-Resolution Video Panoramas of Sport Events
ISM '06 Proceedings of the Eighth IEEE International Symposium on Multimedia
Automatic Panoramic Image Stitching using Invariant Features
International Journal of Computer Vision
DAVVI: a prototype for the next generation multimedia entertainment platform
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Color correction for mobile panorama imaging
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Multiple Object Tracking Using K-Shortest Paths Optimization
IEEE Transactions on Pattern Analysis and Machine Intelligence
People Tracking in the Multi-camera Surveillance System
IBICA '11 Proceedings of the 2011 Second International Conference on Innovations in Bio-inspired Computing and Applications
Human-centric panoramic imaging stitching
AH '12 Proceedings of the 3rd Augmented Human International Conference
Smoothly varying affine stitching
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Evaluation of background subtraction techniques for video surveillance
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Fast panorama stitching for high-quality panoramic images on mobile phones
IEEE Transactions on Consumer Electronics
Tracking multiple people under global appearance constraints
ICCV '11 Proceedings of the 2011 International Conference on Computer Vision
Bagadus: an integrated system for arena sports analytics: a soccer case study
Proceedings of the 4th ACM Multimedia Systems Conference
Proceedings of the 5th ACM Multimedia Systems Conference
Automatic event extraction and video summaries from soccer games
Proceedings of the 5th ACM Multimedia Systems Conference
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The importance of winning has increased the role of performance analysis in the sports industry, and this underscores how statistics and technology keep changing the way sports are played. Thus, this is a growing area of interest, both from a computer system view in managing the technical challenges and from a sport performance view in aiding the development of athletes. In this respect, Bagadus is a real-time prototype of a sports analytics application using soccer as a case study. Bagadus integrates a sensor system, a soccer analytics annotations system, and a video processing system using a video camera array. A prototype is currently installed at Alfheim Stadium in Norway, and in this article, we describe how the system can be used in real-time to playback events. The system supports both stitched panorama video and camera switching modes and creates video summaries based on queries to the sensor system. Moreover, we evaluate the system from a systems point of view, benchmarking different approaches, algorithms, and trade-offs, and show how the system runs in real time.