A review on near-duplicate detection of images using computer vision techniques
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 …
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 …
cameras in varying positions undergo smooth apparent deformations. These deformations …
CNN vs. SIFT for image retrieval: Alternative or complementary?
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 …
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 …
Feature Transform (SIFT)[21], a very successful image matching method, is similarity …
Fast image retrieval: Query pruning and early termination
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 …
paper proposes a fast image retrieval framework to speed up the online retrieval process. To …
Benchmarking unsupervised near-duplicate image detection
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 …
media analysis and web-scale retrieval, to digital image forensics. It entails running a …
Fingerprint indexing based on composite set of reduced SIFT features
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 …
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
Wireless Sensor Networks (WSNs) have enjoyed dramatic developments over the last
decade. The availability of CMOS cameras and microphones enlarged the scope of WSNs …
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
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 …
duplicate search over a large collection of video shots. The basic idea is to eliminate the …
Detection of near-duplicate images for web search
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 …
that is, variants derived from the same original image. Such near-duplicates appear in many …