Image and Signal Denoising Methods

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.

Journals publishing in this area

1

IEEE Transactions on Image Processing

ISSN 1057-71492,341 articles in this topic

391h-index

7.56Impact

12.8KArticles

1MCitations

2

IEEE Transactions on Signal Processing

ISSN 1053-587X2,296 articles in this topic

366h-index

4.58Impact

17.8KArticles

994.7KCitations

3

IEEE Transactions on Geoscience and Remote Sensing

ISSN 0196-28921,269 articles in this topic

378h-index

6.26Impact

26.2KArticles

1.2MCitations

4

Electronics Letters

ISSN 0013-51941,178 articles in this topic

212h-index

0.97Impact

54.2KArticles

793.3KCitations

5

IEEE Transactions on Information Theory

ISSN 0018-9448637 articles in this topic

443h-index

1.68Impact

20.2KArticles

1.4MCitations

6

Pattern Recognition

ISSN 0031-3203571 articles in this topic

300h-index

5.49Impact

15.9KArticles

723.2KCitations

7

IEEE Transactions on Pattern Analysis and Machine Intelligence

ISSN 0162-8828469 articles in this topic

547h-index

11.13Impact

12.1KArticles

1.8MCitations

8

Geophysics

Geophysics

ISSN 0016-8033328 articles in this topic

308h-index

2.47Impact

15.4KArticles

666.1KCitations

9

IEEE Transactions on Medical Imaging

ISSN 0278-0062303 articles in this topic

321h-index

7.26Impact

8.6KArticles

631KCitations

10

International Journal of Computer Vision

International Journal of Computer Vision

ISSN 0920-5691170 articles in this topic

287h-index

7.72Impact

3.8KArticles

581.8KCitations

11

IEEE Transactions on Neural Networks

ISSN 1045-9227146 articles in this topic

265h-index

3.8KArticles

465.3KCitations

12

International Journal of Research in Circuits Devices and Systems

ISSN 2708-45312 articles in this topic

1h-index

0.07Impact

61Articles

4Citations