cv
Basics
Name | Luca Zanella |
Label | PhD Student |
luca[dot]zanella-3[at]unitn[dot]it | |
Url | https://lucazanella.github.io/ |
Work
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2024.02 - 2024.09 Trento, Italy
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2021.04 - 2022.10 Trento, Italy
Research Assistant
Fondazione Bruno Kessler
Developed deep learning models for video surveillance analysis using PyTorch, including video anonymization, object detection, tracking, and anomaly detection.
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2020.03 - 2020.09 Munich, Germany
Master's Student Intern
Huawei Technologies Duesseldorf GmbH
Developed deep learning models using TensorFlow and Detectron2 to automatically correct road networks for microscopic traffic simulation from satellite imagery, reducing traffic simulation preparation time.
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2018.02 - 2018.07 Rovereto, Italy
Bachelor's Student Intern
CBA Group
Developed a client-server system for centralized data quality monitoring of electronic health records, integrating data from distributed databases using Spring Framework and PostgreSQL.
Education
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2022.11 - Current Trento, Italy
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2018.09 - 2021.03 Trento, Italy
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2015.09 - 2018.10 Trento, Italy
Awards
- 2025
Outstanding Reviewer
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
- 2024
Excellent Innovation
European Commission's Innovation Radar
Excellent Innovation awarded to VideoAnony, developed under the Horizon 2020 project MARVEL
- 2023.09.22
Best Project Award
ELLIS Summer School on Large-Scale AI
Publications
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2025 Can Text-to-Video Generation help Video-Language Alignment?
IEEE/CVF Conference on Computer Vision and Pattern Recognition
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2024 Delving into CLIP latent space for Video Anomaly Recognition
Computer Vision and Image Understanding
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2024 Harnessing Large Language Models for Training-free Video Anomaly Detection
IEEE/CVF Conference on Computer Vision and Pattern Recognition
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2023 Confmix: Unsupervised domain adaptation for object detection via confidence-based mixing
IEEE/CVF Winter Conference on Applications of Computer Vision
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2021 Graph-based generative face anonymisation with pose preservation
International Conference on Image Analysis and Processing
Languages
Italian | |
Native speaker |
English | |
Fluent |