Pasquale Cascarano

About Pasquale Cascarano

Pasquale Cascarano, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Università degli Studi di Bologna, specializes in the field of Numerical Analysis, Image Processing, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Constrained Plug-and-Play Priors for Image Restoration

Constrained Regularization by Denoising with Automatic Parameter Selection

Constrained and unconstrained deep image prior optimization models with automatic regularization

On the first-order optimization methods in deep image prior

Plug-and-Play gradient-based denoisers applied to CT image enhancement

Constrained and unconstrained inverse Potts modelling for joint image super-resolution and segmentation

DeepCEL0 for 2D single-molecule localization in fluorescence microscopy

Combining weighted total variation and deep image prior for natural and medical image restoration via ADMM

Pasquale Cascarano Information

University

Position

PhD student

Citations(all)

126

Citations(since 2020)

125

Cited By

5

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Pasquale Cascarano Skills & Research Interests

Numerical Analysis

Image Processing

Deep Learning

Top articles of Pasquale Cascarano

Constrained Plug-and-Play Priors for Image Restoration

Journal of Imaging

2024/2/19

Pasquale Cascarano
Pasquale Cascarano

H-Index: 2

Constrained Regularization by Denoising with Automatic Parameter Selection

IEEE Signal Processing Letters

2024/1/29

Pasquale Cascarano
Pasquale Cascarano

H-Index: 2

Constrained and unconstrained deep image prior optimization models with automatic regularization

Computational Optimization and Applications

2023/1

Pasquale Cascarano
Pasquale Cascarano

H-Index: 2

Andrea Sebastiani
Andrea Sebastiani

H-Index: 0

On the first-order optimization methods in deep image prior

Journal of Verification, Validation and Uncertainty Quantification

2022/12/1

Pasquale Cascarano
Pasquale Cascarano

H-Index: 2

Andrea Sebastiani
Andrea Sebastiani

H-Index: 0

Plug-and-Play gradient-based denoisers applied to CT image enhancement

Applied Mathematics and Computation

2022/6/1

Constrained and unconstrained inverse Potts modelling for joint image super-resolution and segmentation

Image Processing On Line

2022/4/23

Pasquale Cascarano
Pasquale Cascarano

H-Index: 2

Elena Loli Piccolomini
Elena Loli Piccolomini

H-Index: 11

DeepCEL0 for 2D single-molecule localization in fluorescence microscopy

Bioinformatics

2022/3/1

Combining weighted total variation and deep image prior for natural and medical image restoration via ADMM

2021/9/13

Recursive deep prior video: a super resolution algorithm for time-lapse microscopy of organ-on-chip experiments

Medical Image Analysis

2021/8/1

Efficient Gradient-Based Super-Resolution for Simplified Image Segmentation

IEEE Transactions on Computational Imaging

2021/4/2

Pasquale Cascarano
Pasquale Cascarano

H-Index: 2

Elena Loli Piccolomini
Elena Loli Piccolomini

H-Index: 11

On the geometric and Riemannian structure of the spaces of group equivariant non-expansive operators

arXiv preprint arXiv:2103.02543

2021/3/3

Super-resolution of thermal images using an automatic total variation based method

Remote Sensing

2020/5/20

See List of Professors in Pasquale Cascarano University(Università degli Studi di Bologna)

Co-Authors

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