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Image and Signal Denoising Methods

TopicLeading institutions, researchers & key papers

Image and Signal Denoising Methods is a topic indexed in ScholarIQ from OpenAlex.

What is known about Image and Signal Denoising Methods?

ScholarIQrecord summary

This cluster of papers encompasses a wide range of techniques and algorithms for image denoising, including sparse representations, wavelet transform, deep learning with convolutional neural networks, non-local means, and methods specific to handling different types of noise such as Gaussian, Poisson, and salt-and-pepper noise. The applications also extend to hyperspectral imaging and the use of anisotropic diffusion for speckle reduction.

How many works does Image and Signal Denoising Methods have?

ScholarIQindexed works

Image and Signal Denoising Methods has 92,583 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.

How many citations does Image and Signal Denoising Methods have?

ScholarIQcitation count

Image and Signal Denoising Methods has 1,531,936 citations in the OpenAlex counts ScholarIQ stores.

What is the OpenAlex record for Image and Signal Denoising Methods?

ScholarIQopenalex

The OpenAlex for Image and Signal Denoising Methods is on the source record.

Who are the most-cited researchers behind Image and Signal Denoising Methods?

ScholarIQtop researchers by citations
1
Kaiming He · Advanced Neural Network Applications
164 works556,612 citations
2
Yoshua Bengio · Neural Networks and Applications
1,290 works476,190 citations
3
Geoffrey E. Hinton · Neural Networks and Applications
385 works451,920 citations
4
Trevor Hastie · Statistical Methods and Inference
656 works297,993 citations
5
Andrew Zisserman · Advanced Image and Video Retrieval Techniques
949 works259,063 citations

Where is Image and Signal Denoising Methods research published, and who funds it?

ScholarIQvenues & funding sources

TOP JOURNALS

No journal data available yet.

TOP FUNDERS

National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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