A review on near-duplicate detection of images using computer vision techniques

KK Thyagharajan, G Kalaiarasi - Archives of Computational Methods in …, 2021 - Springer
Nowadays, digital content is widespread and simply redistributable, either lawfully or
unlawfully. For example, after images are posted on the internet, other web users can modify …

ASIFT: A new framework for fully affine invariant image comparison

JM Morel, G Yu - SIAM journal on imaging sciences, 2009 - SIAM
If a physical object has a smooth or piecewise smooth boundary, its images obtained by
cameras in varying positions undergo smooth apparent deformations. These deformations …

CNN vs. SIFT for image retrieval: Alternative or complementary?

K Yan, Y Wang, D Liang, T Huang, Y Tian - Proceedings of the 24th ACM …, 2016 - dl.acm.org
In the past decade, SIFT is widely used in most vision tasks such as image retrieval. While in
recent several years, deep convolutional neural networks (CNN) features achieve the state …

[PDF][PDF] Is SIFT scale invariant?

JM Morel, G Yu - Inverse Problems and Imaging, 2011 - dev.ipol.im
This note is devoted to a mathematical exploration of whether Lowe's Scale-Invariant
Feature Transform (SIFT)[21], a very successful image matching method, is similarity …

Fast image retrieval: Query pruning and early termination

L Zheng, S Wang, Z Liu, Q Tian - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Efficiency is of great importance for image retrieval systems. For this pragmatic issue, this
paper proposes a fast image retrieval framework to speed up the online retrieval process. To …

Benchmarking unsupervised near-duplicate image detection

L Morra, F Lamberti - Expert Systems with Applications, 2019 - Elsevier
Unsupervised near-duplicate detection has many practical applications ranging from social
media analysis and web-scale retrieval, to digital image forensics. It entails running a …

Fingerprint indexing based on composite set of reduced SIFT features

X Shuai, C Zhang, P Hao - 2008 19th International Conference …, 2008 - ieeexplore.ieee.org
Most of current fingerprint indexing schemes utilize features based on global textures and
minutiae structures. To extend the existing technology of feature extraction, this paper …

Real-time multimedia monitoring in large-scale wireless multimedia sensor networks: Research challenges

M Cesana, A Redondi, N Tiglao, A Grilo… - Proceedings of the …, 2012 - ieeexplore.ieee.org
Wireless Sensor Networks (WSNs) have enjoyed dramatic developments over the last
decade. The availability of CMOS cameras and microphones enlarged the scope of WSNs …

An efficient near-duplicate video shot detection method using shot-based interest points

X Zhou, X Zhou, L Chen, A Bouguettaya… - IEEE Transactions …, 2009 - ieeexplore.ieee.org
We propose a shot-based interest point selection approach for effective and efficient near-
duplicate search over a large collection of video shots. The basic idea is to eliminate the …

Detection of near-duplicate images for web search

JJ Foo, J Zobel, R Sinha… - Proceedings of the 6th …, 2007 - dl.acm.org
Among the vast numbers of images on the web are many duplicates and near-duplicates,
that is, variants derived from the same original image. Such near-duplicates appear in many …