Tag: ai

The Video Stream Matching (VSM) system accepts AVI format videos as valid input for both source and target videos. For target images, BMP, JPEG, and GIF formats are accepted. VSM outputs information indicating whether the target video matches any part of the source video, or if the target image matches any frame of the source video. The system is implemented in MATLAB 7.0 on a Windows XP environment, running on a P-3, 1000MHz system. To run the application, users type “VSM” on the MATLAB command prompt, triggering the appearance of a graphical user interface (GUI).

This research report and software implementation delve into video comparison techniques, focusing on mean frame extraction and key feature extraction within the Video Stream Matching (VSM) system. While the initial classification relies on a statistical approach, further improvements are needed, particularly in handling highly dynamic shots. Future work involves extensive testing with varied video datasets, exploration of motion-based features, and extension of similarity analysis to entire video sequences. With a shift towards video consumption, especially through mobile platforms, VSM emerges as a vital solution for managing video databases, highlighting the need for continued development in database design.

References – VSM