The problem of content level processing for multimedia has much exercised the research community in recent years. Video, in particular, is the focus of much research; the high volume of content makes contentlevel video processing difficult. Contentbased retrieval for video involves developing searchengines capable of running queries against a corpus of video footage. Common to most contentlevel multimedia applications is a feature extraction stage, in which the video footage is annotated with derived information or metadata. For example, simple summary generation is often based on the extraction of the first frame of each scene; in this instance scene cuts are the feature to be extracted. Automated feature extraction has been implemented in numerous research and commercial systems. Some systems augment the stored corpus with extracted features such as global colour, texture and motion, and dominant camera motion.
Detection of tennis court shot detection
Detection of the snooker table
The system parses the sequence, identifies relevant camera views and tracks ball movement. Using the Hough Transform, the moment feature captures the geometry of the scene without extracting the 3D scene geometry. Disappearance of objects are detected using enclosed regions.
Tracking
- Tennis player track 1 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (4147kB)
- Tennis player track 2 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (255kB)
- Tennis player track 3 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (890kB)
- Tennis player track 4 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (724kB)
- Tennis player track 5 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (4103kB)
- Tennis player track 6 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (829kB)
- Tennis player track 7 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (2498kB)
- Tennis player track 8 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (2301kB)
- Tennis player track 9 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (993kB)
- Tennis player track 10 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (999kB)
- Tennis player track 11 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (685kB)
- Tennis player track 12 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (1458kB)
- Tennis player track 13 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (950kB)
- Tennis player track 14 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (2998kB)
- Tennis player track 15 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (907kB)
- Tennis player track 16 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (704kB)
- Tennis player track 17 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (703kB)
- Tennis player track 18 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (2519kB)
- Tennis player track 19 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (1538kB)
- Tennis player track 20 http://www.mee.tcd.ie/~sigmedia/research/indexing/tennis/wmpimage.gif (1523kB)




