Copy Detection
21 papers with code • 1 benchmarks • 2 datasets
Benchmarks
These leaderboards are used to track progress in Copy Detection
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Libraries
Use these libraries to find Copy Detection models and implementations
VCSL
STVD-PVCD
Latest papers with no code
The Effects of Short Video-Sharing Services on Video Copy Detection
From the experimental results focusing on segment-level and video-level situations, we can see that three effects: "Segment-level VCD in short video-sharing services is more difficult than those in general video-sharing services", "Video-level VCD in short video-sharing services is easier than those in general video-sharing services", "The video alignment component mainly suppress the detection performance in short video-sharing services".
Stochastic Digital Twin for Copy Detection Patterns
Copy detection patterns (CDP) present an efficient technique for product protection against counterfeiting.
Mathematical model of printing-imaging channel for blind detection of fake copy detection patterns
Nowadays, copy detection patterns (CDP) appear as a very promising anti-counterfeiting technology for physical object protection.
Digital twins of physical printing-imaging channel
In this paper, we address the problem of modeling a printing-imaging channel built on a machine learning approach a. k. a.
Printing variability of copy detection patterns
Since digital off-set printing represents great flexibility in terms of product personalized in comparison with traditional off-set printing, it looks very interesting to address the above concerns for digital off-set printers that are used by several companies for the CDP protection of physical objects.
Anomaly localization for copy detection patterns through print estimations
Systems based on classical supervised learning and digital templates assume knowledge of fake CDP at training time and cannot generalize to unseen types of fakes.
Authentication of Copy Detection Patterns under Machine Learning Attacks: A Supervised Approach
While Deep Learning (DL) can be used as a part of the authentication system, to the best of our knowledge, none of the previous works has studied the performance of a DL-based authentication system against ML-based attacks on CDP with 1x1 symbol size.
A large-Scale TV Dataset for partial video copy detection
This paper is interested with the performance evaluation of the partial video copy detection.
Mobile authentication of copy detection patterns
In the recent years, the copy detection patterns (CDP) attracted a lot of attention as a link between the physical and digital worlds, which is of great interest for the internet of things and brand protection applications.
Results and findings of the 2021 Image Similarity Challenge
The 2021 Image Similarity Challenge introduced a dataset to serve as a new benchmark to evaluate recent image copy detection methods.
