Partial Duplicate Video Retrieval based on Deep Metric Learning
View Paper- Extracted video feature through VGG-16 backbone network and applied Deep Metric Learning (DML) for video similarity calculation.
- Proposed a video segmentation method based on the above extracted video feature using a DNN model, which can effectively segment different scenes in a long video.
- Developed a multi-thread downloader for efficiently downloading the large CC_WEB_VIDEO dataset and built a segmentation dataset from Bilibili and Youtube, which contains 36,600 samples.