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
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
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
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
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
Streaming as a hypervisor service
Proceedings of the 7th international workshop on Virtualization technologies in distributed computing
Bagadus: An integrated real-time system for soccer analytics
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special issue of best papers of ACM MMSys 2013 and ACM NOSSDAV 2013
Soccer video and player position dataset
Proceedings of the 5th ACM Multimedia Systems Conference
Interactive Zoom and Panning from Live Panoramic Video
Proceedings of Network and Operating System Support on Digital Audio and Video Workshop
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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Sports analytics is a growing area of interest, both from a computer system view to manage the technical challenges and from a sport performance view to aid the development of athletes. In this paper, we present Bagadus, a 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 paper, we describe how the system can follow and zoom in on particular player(s). Next, the system will playout events from the games using stitched panorama video or camera switching mode and create video summaries based on queries to the sensor system. Furthermore, we evaluate the system from a systems point of view, benchmarking different approaches, algorithms and tradeoffs.