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

Efficient Gradient-Based Super-Resolution for Simplified Image Segmentation

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

Università degli Studi di Bologna

Google Scholar

View Google Scholar Profile

Pasquale Cascarano Skills & Research Interests

Numerical Analysis

Image Processing

Deep Learning

Top articles of Pasquale Cascarano

Title

Journal

Author(s)

Publication Date

Constrained Plug-and-Play Priors for Image Restoration

Journal of Imaging

Alessandro Benfenati

Pasquale Cascarano

2024/2/19

Constrained Regularization by Denoising with Automatic Parameter Selection

IEEE Signal Processing Letters

Pasquale Cascarano

Alessandro Benfenati

Ulugbek S Kamilov

Xiaojian Xu

2024/1/29

Constrained and unconstrained deep image prior optimization models with automatic regularization

Computational Optimization and Applications

Pasquale Cascarano

Giorgia Franchini

Erich Kobler

Federica Porta

Andrea Sebastiani

2023/1

On the first-order optimization methods in deep image prior

Journal of Verification, Validation and Uncertainty Quantification

Pasquale Cascarano

Giorgia Franchini

Federica Porta

Andrea Sebastiani

2022/12/1

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

Applied Mathematics and Computation

Pasquale Cascarano

Elena Loli Piccolomini

Elena Morotti

Andrea Sebastiani

2022/6/1

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

Image Processing On Line

Dario Mylonopoulos

Pasquale Cascarano

Luca Calatroni

Elena Loli Piccolomini

2022/4/23

DeepCEL0 for 2D single-molecule localization in fluorescence microscopy

Bioinformatics

Pasquale Cascarano

Maria Colomba Comes

Andrea Sebastiani

Arianna Mencattini

Elena Loli Piccolomini

...

2022/3/1

Efficient Gradient-Based Super-Resolution for Simplified Image Segmentation

IEEE Transactions on Computational Imaging

Pasquale Cascarano

Luca Calatroni

Elena Loli Piccolomini

2021/4/2

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

arXiv preprint arXiv:2103.02543

Pasquale Cascarano

Patrizio Frosini

Nicola Quercioli

Amir Saki

2021/3/3

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

Pasquale Cascarano

Andrea Sebastiani

Maria Colomba Comes

Giorgia Franchini

Federica Porta

2021/9/13

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

Medical Image Analysis

Pasquale Cascarano

Maria Colomba Comes

Arianna Mencattini

Maria Carla Parrini

Elena Loli Piccolomini

...

2021/8/1

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

Remote Sensing

Pasquale Cascarano

Francesco Corsini

Stefano Gandolfi

Elena Loli Piccolomini

Emanuele Mandanici

...

2020/5/20

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

Co-Authors

H-index: 48
Eugenio Martinelli

Eugenio Martinelli

Università degli Studi di Roma Tor Vergata

H-index: 28
Patrizio Frosini

Patrizio Frosini

Università degli Studi di Bologna

H-index: 27
Arianna Mencattini

Arianna Mencattini

Università degli Studi di Roma Tor Vergata

H-index: 19
Stefano Gandolfi

Stefano Gandolfi

Università degli Studi di Bologna

H-index: 15
Elena loli piccolomini

Elena loli piccolomini

Università degli Studi di Bologna

H-index: 14
Maria Colomba Comes

Maria Colomba Comes

Università degli Studi di Roma Tor Vergata

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