Luca Barco

Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 40^th cycle (2024-2027)
Department of Control and Computer Engineering (DAUIN)

Adjunct lecturer/Adjunct instructor
Department of Control and Computer Engineering (DAUIN)

luca.barco@polito.it

Profile

PhD

Research topic

Spatio-Temporal Data Analytics on Heterogeneous Data

Tutors

Paolo Garza
Edoardo Arnaudo

Keywords

Data science, Computer vision and AI

Biography

Luca Barco is a researcher at the LINKS Foundation, specializing in Computer Vision applications and Earth Observation data analysis. He graduated in Computer Engineering with a specialization in Data Analytics in December 2021. In 2024, he started his PhD at the Database and Data Mining Group (DBDMG) at the Polytechnic University of Turin. His research focuses on the development of Artificial Intelligence algorithms and models for analyzing heterogeneous spatio-temporal data, such as satellite images, sensor time series, and texts. The main goal is to explore how integrating data of different natures can improve the performance of predictive and descriptive algorithms, contributing to a deeper understanding and innovative solutions for complex problems.

Teaching

Teachings

Master of Science

Applied data science project. A.A. 2026/27, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Applied data science project. A.A. 2025/26, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Applied data science project. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

MostraNascondi A.A. passati

Bachelor of Science

Informatica. A.A. 2026/27, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Informatica. A.A. 2026/27, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Informatica. A.A. 2025/26, INGEGNERIA AEROSPAZIALE. Collaboratore del corso

Research

Research Areas/Fields/Groups

DBDM - Database and Data Mining Group (DAUIN)

Publications

Latest publications View all publications in Porto@Iris

Barco, Luca; Arnaudo, Edoardo; Bragagnolo, Andrea; Rossi, Claudio; Garza, Paolo (In stampa)
Temporal Modelling for Burn Scars on Sentinel-3. In: The 20th Anniversary IEEE International Conference on Application of Information and Communication Technologies AICT2026, Baku (Azerbaijan)
Contributo in Atti di Convegno (Proceeding)
Barco, Luca; Innocenti, Lorenzo; Bartoli, Bianca; Rossi, Claudio; Arnaudo, Edoardo; ... (In stampa)
Learning Regional Snow Water Equivalent and Snow Height Variations from Sentinel-1 InSAR Acquisitions. In: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, vol. Early Access. ISSN 1545-598X
Contributo su Rivista
Chiriaco, Gaetano; Barco, Luca; Bragagnolo, Andrea; Rossi, Claudio; Arnaudo, Edoardo (In stampa)
GEOID-Flood: A Large-Scale Multi-Modal Benchmark Dataset for Flood Segmentation. In: The 19th European Conference on Computer Vision - ECCV 2026
Contributo in Atti di Convegno (Proceeding)
Baione, Alfredo; Rizzo, Giuseppe; Barco, Luca; Urbanelli, Angelica; Di Biasi, Luigi (2026)
Musipainter: A music-conditioned generative architecture for artistic image synthesis. In: INTELLIGENT SYSTEMS WITH APPLICATIONS, vol. 29, pp. 1-14. ISSN 2667-3053
Contributo su Rivista
Barco, Luca; Blanco, Giacomo; Chiriaco, Gaetano; Intini, Alessia; La Riccia, Luigi; ... (2025)
Turin3D: Evaluating adaptation strategies under label scarcity in urban LiDAR segmentation with semi-supervised techniques. In: Computer Vision and Pattern Recognition Conference (CVPR) Workshops 2025, Nashville (USA), 11-12 June 2025, pp. 2018-2026. ISBN: 979-8-3315-9994-2
Contributo in Atti di Convegno (Proceeding)