Ignazio Gallo

Assistant Professor, Università dell'Insubria

Joined

February 2019

Names

Ignazio Gallo (Preferred)

Emails

****@uninsubria.it (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Università dell'Insubria (uninsubria.it)

2003 – Present

researcher

Istituto per le Tecnologie Informatiche Multimediali (ITIM) - Milano (cnr.it)

1998 – 2003

Advisors, Relations & Conflicts

PhD Advisor

Mattia Gatti

2024 – Present

Coauthor

Silvia Corchs

2023 – Present

PhD Advisor

Shah Nawaz

2017 – 2019

Coauthor

Valentina Pedoia

2011 – 2011

Coauthor

Elisabetta Binaghi

2000 – 2011

Expertise

computer vision

deep learning

2017 – Present

medical images

EEG data

machine learning

2003 – Present

remote sensing

neural networks

multispectral images

hyperspectral images

2000 – Present

Publications

Pre-Training and Fine-Tuning Effects on Out-of-Distribution Detection in Dermatology with Vision Foundation Models
Ignazio Gallo, Leonardo Sgroi, Mattia Gatti, Silvia Corchs
- Med-Reasoner 2026 Poster
- Readers: Everyone
Enhancing crop segmentation in satellite image time-series with transformer networks
Mattia Gatti, Ignazio Gallo, Nicola Landro, Riccardo La Grassa, Anwar Ur Rehman, Mirco Boschetti, Christian Loschiavo
- Sixteenth International Conference on Machine Vision (ICMV 2023)
- Readers: Everyone
Thinking is Like Processing a Sequence of Spatial and Temporal Words
Ignazio Gallo, Silvia Corchs
- IJCNN 2024
- Readers: Everyone
A Large Dataset to Enhance Skin Cancer Classification With Transformer-Based Deep Neural Networks
Mirco Gallazzi, Sara Biavaschi, Alessandro Bulgheroni, Tommaso M. Gatti, Silvia Corchs, Ignazio Gallo
- IEEE Access 2024
- Readers: Everyone
Self-Supervised Convolutional Neural Network Learning in a Hybrid Approach Framework to Estimate Chlorophyll and Nitrogen Content of Maize from Hyperspectral Images
Ignazio Gallo, Mirco Boschetti, Anwar Ur Rehman, Gabriele Candiani
- Remote. Sens. 2023
- Readers: Everyone
YOLOLens: A Deep Learning Model Based on Super-Resolution to Enhance the Crater Detection of the Planetary Surfaces
Riccardo La Grassa, Gabriele Cremonese, Ignazio Gallo, Cristina Re, Elena Martellato
- Remote. Sens. 2023
- Readers: Everyone
A template-independent approach for information extraction in real estate documents
Nicola Landro, Gabriele Destro, Stefano Taverni, Ignazio Gallo
- Ital-IA 2023
- Readers: Everyone
A Food Package Recognition Framework for Enhancing Efficiency Leveraging the Object Detection Model
Anwar Ur Rehman, Ignazio Gallo, Pengue Lorenzo
- ICAC 2023
- Readers: Everyone
Deep Object Detection of Crop Weeds: Performance of YOLOv7 on a Real Case Dataset from UAV Images
Ignazio Gallo, Anwar Ur Rehman, Ramin Heidarian Dehkordi, Nicola Landro, Riccardo La Grassa, Mirco Boschetti
- Remote. Sens. 2023
- Readers: Everyone
Two New Datasets for Italian-Language Abstractive Text Summarization
Nicola Landro, Ignazio Gallo, Riccardo La Grassa, Edoardo Federici
- Inf. 2022
- Readers: Everyone

View all 114 publications

Co-Authors

View all 67 co-authors