Near-Duplicate Video Retrieval with Deep Metric Learning

• Published in: 2017 IEEE International Conference on Computer Vision Workshops (ICCVW)
• Main Authors: Kordopatis-Zilos, Giorgos, Papadopoulos, Symeon, Patras, Ioannis, Kompatsiaris, Yiannis
• Format: Conference Object
• Language: unknown
• Published: 2017
• Subjects: Near-Duplicate; Video Retrieval; Deep Metric Learning; Triplets; DML
• Online Access: https://zenodo.org/record/1051270; https://doi.org/10.1109/ICCVW.2017.49

This work addresses the problem of Near-Duplicate Video Retrieval (NDVR). We propose an effective video-level NDVR scheme based on deep metric learning that leverages Convolutional Neural Network (CNN) features from intermediate layers to generate discriminative global video representations in tande...