Sparse and Compressive Sensing Techniques

This cluster of papers focuses on the theory and applications of compressed sensing, including sparse representation, signal recovery, convex optimization, matrix completion, dictionary learning, orthogonal matching pursuit, robust reconstruction, and sparsity in signal processing.

Journals publishing in this area

1

IEEE Transactions on Signal Processing

ISSN 1053-587X1,730 articles in this topic

366h-index

4.58Impact

17.8KArticles

994.7KCitations

2

IEEE Transactions on Information Theory

ISSN 0018-94481,000 articles in this topic

443h-index

1.68Impact

20.2KArticles

1.4MCitations

3

IEEE Transactions on Image Processing

ISSN 1057-7149807 articles in this topic

391h-index

7.56Impact

12.8KArticles

1MCitations

4

Annals of Statistics

The Annals of Statistics

ISSN 0090-5364282 articles in this topic

318h-index

2.58Impact

6.3KArticles

624.7KCitations

5

IEEE Transactions on Medical Imaging

ISSN 0278-0062228 articles in this topic

321h-index

7.26Impact

8.6KArticles

631KCitations

6

Magnetic Resonance in Medicine

ISSN 0740-3194161 articles in this topic

323h-index

2.41Impact

15.8KArticles

835.4KCitations

7

Machine Learning

Machine Learning

ISSN 0885-6125147 articles in this topic

260h-index

2.73Impact

3.9KArticles

620.6KCitations

8

Neural Computation

ISSN 0899-7667129 articles in this topic

247h-index

2.31Impact

3.8KArticles

491.1KCitations