Near-duplicate video retrieval: Current research and future trends

J Liu, Z Huang, H Cai, HT Shen, CW Ngo… - ACM Computing Surveys …, 2013 - dl.acm.org
The exponential growth of online videos, along with increasing user involvement in video-
related activities, has been observed as a constant phenomenon during the last decade …

Multiple feature hashing for real-time large scale near-duplicate video retrieval

J Song, Y Yang, Z Huang, HT Shen… - Proceedings of the 19th …, 2011 - dl.acm.org
Near-duplicate video retrieval (NDVR) has recently attracted lots of research attention due to
the exponential growth of online videos. It helps in many areas, such as copyright protection …

Effective multiple feature hashing for large-scale near-duplicate video retrieval

J Song, Y Yang, Z Huang, HT Shen… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Near-duplicate video retrieval (NDVR) has recently attracted much research attention due to
the exponential growth of online videos. It has many applications, such as copyright …

Advance on large scale near-duplicate video retrieval

L Shen, R Hong, Y Hao - Frontiers of Computer Science, 2020 - Springer
Emerging Internet services and applications attract increasing users to involve in diverse
video-related activities, such as video searching, video downloading, video sharing and so …

Sparse hashing for fast multimedia search

X Zhu, Z Huang, H Cheng, J Cui, HT Shen - ACM Transactions on …, 2013 - dl.acm.org
Hash-based methods achieve fast similarity search by representing high-dimensional data
with compact binary codes. However, both generating binary codes and encoding unseen …

Near-duplicate video retrieval with deep metric learning

G Kordopatis-Zilos, S Papadopoulos… - Proceedings of the …, 2017 - openaccess.thecvf.com
This work addresses the problem of Near-Duplicate Video Retrieval (NDVR). We propose
an efficient video-level NDVR scheme based on deep metric learning that leverages CNN …

Near-duplicate video retrieval by aggregating intermediate cnn layers

G Kordopatis-Zilos, S Papadopoulos, I Patras… - … Conference, MMM 2017 …, 2017 - Springer
Abstract The problem of Near-Duplicate Video Retrieval (NDVR) has attracted increasing
interest due to the huge growth of video content on the Web, which is characterized by high …

A distributed Content-Based Video Retrieval system for large datasets

EM Saoudi, S Jai-Andaloussi - Journal of Big Data, 2021 - Springer
With the rapid growth in the amount of video data, efficient video indexing and retrieval
methods have become one of the most critical challenges in multimedia management. For …

Submodular video hashing: a unified framework towards video pooling and indexing

L Cao, Z Li, Y Mu, SF Chang - Proceedings of the 20th ACM international …, 2012 - dl.acm.org
This paper develops a novel framework for efficient large-scale video retrieval. We aim to
find video according to higher level similarities, which is beyond the scope of traditional near …

Enhancing online video recommendation using social user interactions

X Zhou, L Chen, Y Zhang, D Qin, L Cao, G Huang… - The VLDB Journal, 2017 - Springer
The creation of media sharing communities has resulted in the astonishing increase of
digital videos, and their wide applications in the domains like online news broadcasting …