Marcello Pelillo

Marcello Pelillo

Università Ca' Foscari di Venezia

H-index: 51

Europe-Italy

About Marcello Pelillo

Marcello Pelillo, With an exceptional h-index of 51 and a recent h-index of 29 (since 2020), a distinguished researcher at Università Ca' Foscari di Venezia, specializes in the field of Computer Vision, Machine Learning, Pattern Recognition.

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

Machine learning security against data poisoning: Are we there yet?

-zero: Gradient-based Optimization of -norm Adversarial Examples

Research on Public Art Planning in Macao from the Perspective of Urban Cultural Communication

Game-theoretic hypergraph matching with density enhancement

AI-Assisted Digitalisation of Historical Documents

Multi-Phase Relaxation Labeling for Square Jigsaw Puzzle Solving

Vector Flows and the Capacity of a Discrete Memoryless Channel

Reassembling Broken Objects using Breaking Curves

Marcello Pelillo Information

University

Position

Professor of Computer Science FIEEE FIAPR

Citations(all)

11933

Citations(since 2020)

5314

Cited By

8359

hIndex(all)

51

hIndex(since 2020)

29

i10Index(all)

131

i10Index(since 2020)

66

Email

University Profile Page

Università Ca' Foscari di Venezia

Google Scholar

View Google Scholar Profile

Marcello Pelillo Skills & Research Interests

Computer Vision

Machine Learning

Pattern Recognition

Top articles of Marcello Pelillo

Title

Journal

Author(s)

Publication Date

Machine learning security against data poisoning: Are we there yet?

Antonio Emanuele Cinà

Kathrin Grosse

Ambra Demontis

Battista Biggio

Fabio Roli

...

2024/3/6

-zero: Gradient-based Optimization of -norm Adversarial Examples

arXiv preprint arXiv:2402.01879

Antonio Emanuele Cinà

Francesco Villani

Maura Pintor

Lea Schönherr

Battista Biggio

...

2024/2/2

Research on Public Art Planning in Macao from the Perspective of Urban Cultural Communication

E3S Web of Conferences

Zhu Hui

Wu Yao

António José Estevão Grande Candeias

Marcello Pelillo

2024

Game-theoretic hypergraph matching with density enhancement

Pattern Recognition

Jian Hou

Huaqiang Yuan

Marcello Pelillo

2023/1/1

AI-Assisted Digitalisation of Historical Documents

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

S Ferro

M Pelillo

A Traviglia

2023/6/24

Multi-Phase Relaxation Labeling for Square Jigsaw Puzzle Solving

arXiv preprint arXiv:2303.14793

Ben Vardi

Alessandro Torcinovich

Marina Khoroshiltseva

Marcello Pelillo

Ohad Ben-Shahar

2023/3/26

Vector Flows and the Capacity of a Discrete Memoryless Channel

arXiv preprint arXiv:2312.16472

G Beretta

G Chiarot

AE Cinà

M Pelillo

2023/12/27

Reassembling Broken Objects using Breaking Curves

arXiv preprint arXiv:2306.02782

Ali Alagrami

Luca Palmieri

Sinem Aslan

Marcello Pelillo

Sebastiano Vascon

2023/6/5

Towards parameter-free clustering for real-world data

Pattern Recognition

Jian Hou

Huaqiang Yuan

Marcello Pelillo

2023/2/1

G-Local Attention Graph Pooling for Graph Classification

Waqar Ali

Sebastiano Vascon

Thilo Stadelmann

Marcello Pelillo

2023/10/13

Semantic Motif Segmentation of Archaeological Fresco Fragments

Aref Enayati

Luca Palmieri

Sebastiano Vascon

Marcello Pelillo

Sinem Aslan

2023

A Note on the KKT Points for the Motzkin-Straus Program

arXiv preprint arXiv:2305.08519

Guglielmo Beretta

Alessandro Torcinovich

Marcello Pelillo

2023/5/15

The Specchieri MarVen Dataset: an Abbreviation-Rich Dataset in Venetian Idiom

Sara Ferro

Debora Pasquariello

Marcello Pelillo

Arianna Traviglia

2023/9/5

Preserving historical archival heritage involves not only physical measures to safeguard these valuable texts but also providing for their digital preservation. However, merely …

THE INTERNATIONAL ARCHIVES OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES

Ferro Sara

Marcello Pelillo

Arianna Traviglia

2023

Minimizing energy consumption of deep learning models by energy-aware training

Dario Lazzaro

Antonio Emanuele Cinà

Maura Pintor

Ambra Demontis

Battista Biggio

...

2023/9/5

2022 Computer Science–Editor’s Pick

Kaleem Siddiqi

Roberto Therón

Kostas Karpouzis

Sven Schewe

Nicola Zannone

...

2023/4/6

Wild patterns reloaded: A survey of machine learning security against training data poisoning

Antonio Emanuele Cinà

Kathrin Grosse

Ambra Demontis

Sebastiano Vascon

Werner Zellinger

...

2023/7/13

Exploiting Context in Handwriting Recognition Using Trainable Relaxation Labeling

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods

Sara Ferro

Alessandro Torcinovich

Arianna Traviglia

Marcello Pelillo

2023

Quasi-CliquePool: Hierarchical Graph Pooling for Graph Classification

Waqar Ali

Sebastiano Vascon

Thilo Stadelmann

Marcello Pelillo

2023/3/27

A black-box adversarial attack for poisoning clustering

Pattern Recognition

Antonio Emanuele Cinà

Alessandro Torcinovich

Marcello Pelillo

2022/2/1

See List of Professors in Marcello Pelillo University(Università Ca' Foscari di Venezia)

Co-Authors

H-index: 128
zhang liangpei

zhang liangpei

Wuhan University

H-index: 121
Jiebo Luo

Jiebo Luo

University of Rochester

H-index: 109
Panos Pardalos

Panos Pardalos

University of Florida

H-index: 97
Xiang Bai

Xiang Bai

Huazhong University of Science and Technology

H-index: 96
Horst Bischof

Horst Bischof

Technische Universität Graz

H-index: 79
Fabio Roli

Fabio Roli

Università degli Studi di Cagliari

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