2026 Marco Bertini: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	40	9400	9130	268	266	237	5760

Overview

Marco Bertini is affiliated with the University of Florence in Italy and has a significant research footprint in the field of Computer Science, with a primary focus on Computer Vision and Pattern Recognition. Their scholarly output reflects contributions to multiple interconnected subfields including Artificial Intelligence, Computational Mechanics, Visual Arts and Performing Arts, and Media Technology.

Their recent research work covers a variety of topics linked to multimodal machine learning and image retrieval, including:

Multimodal Machine Learning Applications
Advanced Image and Video Retrieval Techniques
Image Retrieval and Classification Techniques
Generative Adversarial Networks and Image Synthesis
Advanced Neural Network Applications
Advanced Image Processing Techniques
3D Shape Modeling and Analysis

Notable recent papers by Marco Bertini include:

"Effective conditioned and composed image retrieval combining CLIP-based features," 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
"Conditioned and composed image retrieval combining and partially fine-tuning CLIP-based features," 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
"Bottom-up and Layerwise Domain Adaptation for Pedestrian Detection in Thermal Images," 2021, ACM Transactions on Multimedia Computing Communications and Applications
"Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features," 2023, ACM Transactions on Multimedia Computing Communications and Applications
"Enhancing traditional museum fruition: current state and emerging tendencies," 2024, Heritage Science

Marco Bertini's frequent coauthors include:

Alberto Del Bimbo
Alberto Baldrati
Lorenzo Agnolucci
Lorenzo Berlincioni
Leonardo Galteri

The scientist has contributed extensively to numerous publication venues, with prominent appearances in:

arXiv (Cornell University)
ACM Transactions on Multimedia Computing Communications and Applications
Florence Research (University of Florence)
Zenodo (CERN European Organization for Nuclear Research)
ACM SIGMultimedia Records

In addition to research articles, Marco Bertini has authored several books published by Springer Science+Business Media, particularly volumes titled "Pattern Recognition. ICPR International Workshops and Challenges" released in 2021. These books have accrued citations across multiple editions.

Best Publications

Semantic annotation of soccer videos: automatic highlights identification

Jürgen Assfalg;Marco Bertini;Carlo Colombo;Alberto Del Bimbo

318
Citations
Semantic annotation of sports videos

J. Assfalg;M. Bertini;C. Colombo;A.D. Bimbo

228
Citations
Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement, and Retrieval

Xirong Li;Tiberio Uricchio;Lamberto Ballan;Marco Bertini

222
Citations
Deep Generative Adversarial Compression Artifact Removal

Leonardo Galteri;Lorenzo Seidenari;Marco Bertini;Alberto Del Bimbo

220
Citations
Event detection and recognition for semantic annotation of video

Lamberto Ballan;Marco Bertini;Alberto Bimbo;Lorenzo Seidenari

188
Citations
Multi-scale and real-time non-parametric approach for anomaly detection and localization

Marco Bertini;Alberto Del Bimbo;Lorenzo Seidenari

183
Citations
Research Note---Attention Arousal Through Price Partitioning

Marco Bertini;Luc Wathieu

181
Citations
Soccer highlights detection and recognition using HMMs

J. Assfalg;M. Bertini;A. Del Bimbo;W. Nunziati

177
Citations
Effective conditioned and composed image retrieval combining CLIP-based features

Unknown

174
Citations
Image Popularity Prediction in Social Media Using Sentiment and Context Features

Francesco Gelli;Tiberio Uricchio;Marco Bertini;Alberto Del Bimbo

172
Citations
Content-Based Retrieval of 3-D Objects Using Spin Image Signatures

J. Assfalg;M. Bertini;A.D. Bimbo;P. Pala

116
Citations
Content-based indexing and retrieval of TV news

M. Bertini;A. Del Bimbo;P. Pala

113
Citations
Statistical models for automatic video annotation and retrieval

V. Lavrenko;S.L. Feng;R. Manmatha

113
Citations
Trademark matching and retrieval in sports video databases

Andrew D. Bagdanov;Lamberto Ballan;Marco Bertini;Alberto Del Bimbo

110
Citations
A multimodal feature learning approach for sentiment analysis of social network multimedia

Claudio Baecchi;Tiberio Uricchio;Marco Bertini;Alberto Del Bimbo

108
Citations
Conditioned and composed image retrieval combining and partially fine-tuning CLIP-based features

Unknown

108
Citations
Money, Time, and the Stability of Consumer Preferences:

Leonard Lee;Michelle P. Lee;Marco Bertini;Gal Zauberman

98
Citations
Semantic annotation and retrieval of video events using multimedia ontologies

A.D. Bagdanov;M. Bertini;A. Del Bimbo;G. Serra

95
Citations
Video Annotation and Retrieval Using Ontologies and Rule Learning

Lamberto Ballan;Marco Bertini;Alberto Del Bimbo;Giuseppe Serra

88
Citations
LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On

Unknown

88
Citations
The Discriminating Consumer: Product Proliferation and Willingness to Pay for Quality

Marco Bertini;Luc Wathieu;Sheena S . Iyengar

77
Citations
Video clip matching using MPEG-7 descriptors and edit distance

Marco Bertini;Alberto Del Bimbo;Walter Nunziati

75
Citations
Deep Universal Generative Adversarial Compression Artifact Removal

Leonardo Galteri;Lorenzo Seidenari;Marco Bertini;Alberto Del Bimbo

69
Citations

Frequent Co-Authors

Alberto Del Bimbo University of Florence

Giuseppe Serra University of Udine

Rita Cucchiara University of Modena and Reggio Emilia

Andrew D. Bagdanov University of Florence

Andrea Prati University of Parma

Dan Ariely Duke University

Pietro Pala University of Florence

Costantino Grana University of Modena and Reggio Emilia

Thomas B. Moeslund Aalborg University

Anastasios Doulamis National Technical University of Athens

External Links

Personal website of Marco Bertini

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