The Workshop focuses on the analysis of mathematical methods for solving theoretical and computational problems typical of image processing and understanding.

Themes and topics of the workshop

• Theoretical and numerical approximation for image processing

• Filter theory

• Space color definition

• Regularization techniques

• MAP estimation for image processing

• Image reconstruction

• Image enhancement

• Image rescaling

• Image segmentation

• Image registration

• Image clustering

• Image compactification

• Image demosaicing 

• Medical imaging

• Digital tomography

• Mathematical methods for virtual document restoration

• Pattern recognition

• Stereoscopic and optical flow estimation

Moreover, applications of digital image processing in different fields will also be considered. 

Workshop venue

The ICCSA 2025 venue is the Galatasaray University campus:

Galatasaray Üniversitesi Location

Galatasaray Üniversitesi Çiragan Cad. No:36, Ortaköy

34349 Istanbul

Turkey

Program

Chairman: Gianluca Vinti

09:00 Arianna Travaglini: Mathematical Models and Algorithms for Processing Retinal OCTA Images

09:20 Ana Maria Acu: A Comparison between Neural Network and Sampling Kantorovich Operators in Terms of Image Denoising

9:40 Ivan Gerace: Digital Reconstruction of Ancient Paper Artifacts

10:00 Elisa Crabu: A Tool for the Construction of Synthetic Petroglyphs

10:20  Wolfgang Erb: Split-and-Merge Segmentation of Biomedical Images using Graph Wedgelet Decompositions

Chairman: Arianna Travaglini

14:00 Mirza Muhammad Junaid Baig: User-Assisted Approach for Accurate Nonrigid Registration of Images and Traces

14:20 Muhammad Waqas Arshad: YOLOv11-SAMNet: A Hybrid Detection and Segmentation Framework for Urine Sediment Analysis

14:40 Dildar Shah: Variance-Guided Structured Pruning for Optimized Convolutional Neural Networks

Chairman: Ivan Gerace

July 3, 10:30 Simone Rebegoldi: Numerical Assessment of Alternating Projection Methods for Matrix Completion with Application to Sparse Image Reconstruction

First edition

The first edition of the workshop took place on July 4, 2023 in Athens: MMIPU 2023 

Proceedings

Papers accepted to “MMIPU 2025” will be published in the ICCSA Conference proceedings, in Springer-Verlag Lecture Notes in Computer Science (LNCS) series, with doi, indexed by WOS, Scopus and DBLP.

Authors of selected papers will be invited to publish an extended version in the special issue Mathematical Methods for Image Processing and Understanding  published by the international journal Mathematics.  (ISSN 2227-7390).

This special issue belongs to the section "Mathematics and Computer Science".

Organizing Committee Members

Ivan Gerace (Università degli Studi di Perugia, Italy)

Arianna Travaglini (Università degli Studi della Basilicata, Italy)

Gianluca Vinti (Università degli Studi di Perugia, Italy)

Program Committee Members

Marco Baioletti (Università degli Studi di Perugia, Italy)

Marco Donatelli (Università degli Studi dell'Insubria, Italy)

Ivan Gerace (Università degli Studi di Perugia, Italy)

Wolfgang Erb (Università degli Studi di Padova, Italy)

Muhammad Hanif (GIK Institute of Engineering Sciences and Technology, Topi, Pakistan)

Francesco Marchetti (Università degli Studi di Padova, Italy)

Anna Tonazzini (I.S.T.I.-C.N.R, Pisa, Italy)

Arianna Travaglini (Università degli Studi della Basilicata, Italy)

Gianluca Vinti (Università degli Studi di Perugia, Italy)