A Novel Tampered Video Dataset Library and a Video Interframe Forgery Detection Technique
What is it about?
In today's technology age, videos are omnipresent. Everyone wants to keep their treasured memories safe. But untrustworthy persons have been known to modify these videos for the aim of committing a crime or for other reasons. As a result, videos are a problematic medium for preserving memories. Consequently, a technique for detecting video interframe forgeries has been developed. It has been observed that there is a lack of dataset availability for researchers in this discipline to validate their approach. Therefore, the study also includes a new VLFD dataset of 400 videos. The collection includes indoor, outdoor, and nature videos from Himachal Pradesh, India's most beautiful state.
Why is it important?
Our technique restores video's trustworthiness, allowing everyone to capture their precious moments. Furthermore, the VLFD dataset enables future researchers to readily validate their approaches on higher-resolution videos.