Lorenzo Putzu

According to our database, Lorenzo Putzu authored at least 44 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Exploring Few-Shot Object Detection on Blood Smear Images: A Case Study of Leukocytes and Schistocytes.

Davide Antonio Mura, Michela Pinna, Lorenzo Putzu, Andrea Loddo, Alessandra Perniciano, Olga Mulas, Cecilia Di Ruberto

CoRR, March, 2025

Distributed collaborative machine learning in real-world application scenario: A white blood cell subtypes classification case study.

Lorenzo Putzu, Simone Porcu, Andrea Loddo

Image Vis. Comput., 2025

2024

Synthetic Data for Video Surveillance Applications of Computer Vision: A Review.

Rita Delussu, Lorenzo Putzu, Giorgio Fumera

Int. J. Comput. Vis., October, 2024

MIRIAMS: Models Integration for Reliable Identification and Accurate Multiple Sclerosis Segmentation.

Alessandro Pani, Andrea Loddo, Lorenzo Putzu, Luca Zedda, Cecilia Di Ruberto

Proceedings of the Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024

Training and Benchmarking Leukocyte Sub-Types Classification Methods with Synthetic Images.

Luca Zedda, Lorenzo Putzu, Andrea Loddo, Cecilia Di Ruberto

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Guidelines for Query and Gallery Image Extraction in Person Re-identification Systems.

Rita Delussu, Lorenzo Putzu, Giorgio Fumera

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Federated Learning for Enhanced Cell Nuclei Segmentation in Histopathological Images.

Marco Usai, Andrea Loddo, Lorenzo Putzu, Cecilia Di Ruberto

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Human-in-the-loop cross-domain person re-identification.

Rita Delussu, Lorenzo Putzu, Giorgio Fumera

Expert Syst. Appl., September, 2023

On The Potential of Image Moments for Medical Diagnosis.

Cecilia Di Ruberto, Andrea Loddo, Lorenzo Putzu

J. Imaging, 2023

Trustworthy AI in Video Surveillance: The IMMAGINA Project.

Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli

Proceedings of the Italia Intelligenza Artificiale, 2023

Specialise to Generalise: The Person Re-identification Case.

Lorenzo Putzu, Andrea Loddo, Rita Delussu, Giorgio Fumera

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Leukocytes Classification Methods: Effectiveness and Robustness in a Real Application Scenario.

Lorenzo Putzu, Andrea Loddo

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting.

Emanuele Ledda, Rita Delussu, Lorenzo Putzu, Giorgio Fumera, Fabio Roli

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks.

Rita Delussu, Lorenzo Putzu, Emanuele Ledda, Giorgio Fumera

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

2022

Scene-specific crowd counting using synthetic training images.

Rita Delussu, Lorenzo Putzu, Giorgio Fumera

Pattern Recognit., 2022

On the Effectiveness of Synthetic Data Sets for Training Person Re-identification Models.

Rita Delussu, Lorenzo Putzu, Giorgio Fumera

Proceedings of the 26th International Conference on Pattern Recognition, 2022

On the Evaluation of Video-Based Crowd Counting Models.

Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021

Automatic Myelofibrosis Grading from Silver-Stained Images.

Lorenzo Putzu, Maxim Untesco, Giorgio Fumera

Proceedings of the Computer Analysis of Images and Patterns, 2021

Invariant Moments, Textural and Deep Features for Diagnostic MR and CT Image Retrieval.

Lorenzo Putzu, Andrea Loddo, Cecilia Di Ruberto

Proceedings of the Computer Analysis of Images and Patterns, 2021

How Realistic Should Synthetic Images Be for Training Crowd Counting Models?

Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Andrea Loddo, Giorgio Fumera

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

Convolutional neural networks for relevance feedback in content based image retrieval.

Lorenzo Putzu, Luca Piras, Giorgio Giacinto

Multim. Tools Appl., 2020

Detection of red and white blood cells from microscopic blood images using a region proposal approach.

Cecilia Di Ruberto, Andrea Loddo, Lorenzo Putzu

Comput. Biol. Medicine, 2020

An Empirical Evaluation of Cross-scene Crowd Counting Performance.

Rita Delussu, Lorenzo Putzu, Giorgio Fumera

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Investigating Synthetic Data Sets for Crowd Counting in Cross-scene Scenarios.

Rita Delussu, Lorenzo Putzu, Giorgio Fumera

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Online Domain Adaptation for Person Re-Identification with a Human in the Loop.

Rita Delussu, Lorenzo Putzu, Giorgio Fumera, Fabio Roli

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

A Region Proposal Approach for Cells Detection and Counting from Microscopic Blood Images.

Cecilia Di Ruberto, Andrea Loddo, Lorenzo Putzu

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018

Fast and accurate computation of orthogonal moments for texture analysis.

Cecilia Di Ruberto, Lorenzo Putzu, Giuseppe Rodriguez

Pattern Recognit., 2018

White Blood Cells Counting Via Vector Field Convolution Nuclei Segmentation.

Simone Porcu, Andrea Loddo, Lorenzo Putzu, Cecilia Di Ruberto

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Ten Years of Relevance Score for Content Based Image Retrieval.

Lorenzo Putzu, Luca Piras, Giorgio Giacinto

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018

2017

Histological Image Analysis by Invariant Descriptors.

Cecilia Di Ruberto, Andrea Loddo, Lorenzo Putzu

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Rotation Invariant Co-occurrence Matrix Features.

Lorenzo Putzu, Cecilia Di Ruberto

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

2016

Computer aided diagnosis algorithms for digital microscopy.

Lorenzo Putzu

PhD thesis, 2016

A leucocytes count system from blood smear images - Segmentation and counting of white blood cells based on learning by sampling.

Cecilia Di Ruberto, Andrea Loddo, Lorenzo Putzu

Mach. Vis. Appl., 2016

A Computer-Aided System for Differential Count from Peripheral Blood Cell Images.

Andrea Loddo, Lorenzo Putzu, Cecilia Di Ruberto, Gianni Fenu

Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

A Mobile Application for Leaf Detection in Complex Background Using Saliency Maps.

Lorenzo Putzu, Cecilia Di Ruberto, Gianni Fenu

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015

Comparison of Statistical Features for Medical Colour Image Classification.

Cecilia Di Ruberto, Giuseppe Fodde, Lorenzo Putzu

Proceedings of the Computer Vision Systems - 10th International Conference, 2015

Learning by Sampling for White Blood Cells Segmentation.

Cecilia Di Ruberto, Andrea Loddo, Lorenzo Putzu

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

A Multiple Classifier Learning by Sampling System for White Blood Cells Segmentation.

Cecilia Di Ruberto, Andrea Loddo, Lorenzo Putzu

Proceedings of the Computer Analysis of Images and Patterns, 2015

On Different Colour Spaces for Medical Colour Image Classification.

Cecilia Di Ruberto, Giuseppe Fodde, Lorenzo Putzu

Proceedings of the Computer Analysis of Images and Patterns, 2015

2014

Leucocyte classification for leukaemia detection using image processing techniques.

Lorenzo Putzu, Giovanni Caocci, Cecilia Di Ruberto

Artif. Intell. Medicine, 2014

A Fast Leaf Recognition Algorithm based on SVM Classifier and High Dimensional Feature Vector.

Cecilia Di Ruberto, Lorenzo Putzu

Proceedings of the VISAPP 2014, 2014

Accurate Blood Cells Segmentation through Intuitionistic Fuzzy Set Threshold.

Cecilia Di Ruberto, Lorenzo Putzu

Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014

2013

White Blood Cells Identication and Classication from Leukemic Blood Image.

Lorenzo Putzu, Cecilia Di Ruberto

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Investigation of Different Classification Models to Determine the Presence of Leukemia in Peripheral Blood Image.

Lorenzo Putzu, Cecilia Di Ruberto

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013