We focus on establishing a distributed Multi-Camera Tracking system in a camera network. To be specific, we focus on tracking pedestrians as our priority target. Multi-Camera Tracking is the critical underlying technology for building large-scale intelligent surveillance systems. Building such complex systems requires solving some of the hardest tasks in computer vision, including detection, single-camera tracking (also known as visual object tracking, multi-object tracking), inter-camera tracking and re-identification.
Tennis Real Play (TRP) is an interactive tennis game system constructed with models extracted from real game videos. The key techniques proposed for TRP include player modeling and video-based player/court rendering. For player model building, methods of database normalization and a transition model of tennis players are proposed. For player/court rendering, methods of clips selection, smooth transition in connecting clips, and a framework of combining 3D models with video-based rendering are proposed. Experiments show that vivid rendering results can be generated with low computation requirement. Moreover, the built player model can well record the ability and condition of a player, which can be used to roughly predict the results of real tennis games. In the user study of TRP, the results reveal that subjects identify with the contributions of increasing interaction, immersive experience and enjoyment from playing TRP.See more about Tennis Real Play
Research on sports videos is interesting and full of challenges due to the increase in the number of game videos and the demand for video diversification. This paper proposes a new method for presenting sports videos. Tennis videos are used as an example for the implementation of a viewing program called as Tennis Video 2.0. By video processes of structure analysis, content extraction, and enriched video rendering, the presentation of sports videos has three properties---Structure, Interactivity, and Scalability. Structure allows people to browse game videos and watch highlights on demands. Furthermore, the proposed strategy search is a convenient way to find favorite hit patterns. Interactivity provides people with functions to watch enriched game video rendered in real-time. These functions can provide more enjoyment to viewers watching games. Scalability enables the video to be scalable in a semantic domain. Four different levels of video content are transmitted to accommodate different bandwidth limitations. In conclusion, the proposed sports video viewer allows people to watch games in a different way than previously possible.See more about Tennis Video 2.0
Segmentation, tracking, and description extraction are important operations in smart camera surveillance systems. A robust segmentation-and-descriptor based tracking algorithm is introduced here. Segmentation is applied first, and description for each connected component is extracted for object classification to generate the video object masks. It can do segmentation, tracking, and description extraction with a single algorithm without redundant computation. In addition, a new descriptor for human objects, Human Color Structure Descriptor (HCSD), is also proposed for this algorithm. Experimental results show that the proposed algorithm can provide precise video object masks and trajectories. It is also shown that the proposed descriptor, HCSD, can achieve better performance than Scalable Color Descriptor and Color Structure Descriptor of MPEG-7 for human objects.See more about Surveillance System