Transaction clues based video summarization using by speeded up robust features

A novel video composition system "Video Puzzle" which generates aesthetically enhanced long-shot videos from short video clips. Here is to automatically composite several related single shots into a virtual long-take video with spatial and temporal consistency. We propose a novel framework to compose descriptive long-take video with content-consistent shots retrieved from a video pool. For each video, frame-by-frame search is performed over the entire pool to find start-end content correspondences through a coarse-to-fine partial matching process. The content correspondence here is general and can refer to the matched person and objects, The content consistency of these correspondences enables us to design several shot transition schemes to seamlessly stitch one shot to another in a spatially and temporally consistent manner. Then we using the SURF refer the object to calculate the maximum number of object in the process. The proposed system can also provide an efficient video browsing mode. Experiments are conducted on multiple video albums and the results demonstrate the effectiveness and the Usefulness of the proposed scheme.