University of Cagliari
Lorenzo Putzu
A SAM-Based Automated Schistocyte Detection Pipeline in Peripheral Blood Smear Images
2026-01-01 Bensaid, Ahmed; Putzu, Lorenzo; Loddo, Andrea; Di Ruberto, Cecilia
AI for cervical cancer screening on whole slide images: opportunities with open-source simple tools
2026-01-01 Nonnis, Laura; Putzu, Lorenzo; Vincis, Michela; Guerriero, Stefano; Palomba, Marco; Rocca, Alessio; Fanni, Daniela; Gerosa, Clara; Trucas, Marcello
A Template-Independent Method for Parkinson’s Diagnosis from Handwritten Patterns
2026-01-01 Putzu, Lorenzo; Angioni, Roberta; Loddo, Andrea
MIRIAMS: Models Integration for Reliable Identification and Accurate Multiple Sclerosis segmentation
2025-01-01 Pani, A.; Loddo, A.; Putzu, L.; Zedda, L.; Di Ruberto, C.
Synthetic data sets for person Re-Identification: A critical analysis
2025-01-01 Delussu, Rita; Putzu, Lorenzo; Boutros, Fadi; Bisogni, Carmen; Damer, Naser; Fumera, Giorgio
Exploring few-shot object detection on blood smear images: a case study of leukocytes and schistocytes
2025-01-01 Mura, Davide Antonio; Pinna, Michela; Putzu, Lorenzo; Loddo, Andrea; Perniciano, Alessandra; Mulas, Olga; Di Ruberto, Cecilia
Distributed collaborative machine learning in real-world application scenario: A white blood cell subtypes classification case study
2025-01-01 Putzu, L.; Porcu, S.; Loddo, A.
Training and benchmarking leukocyte sub-types classification methods with synthetic images
2025-01-01 Zedda, Luca; Putzu, Lorenzo; Loddo, Andrea; Di Ruberto, Cecilia
Test-Time Augmentation for Cross-Domain Leukocyte Classification via OOD Filtering and Self-Ensembling
2025-01-01 Putzu, L.; Loddo, A.; Di Ruberto, C.
Synthetic Data for Video Surveillance Applications of Computer Vision: A Review
2024-01-01 Delussu, Rita; Putzu, Lorenzo; Fumera, Giorgio
Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks
2024-01-01 Delussu, Rita; Putzu, Lorenzo; Ledda, Emanuele; Fumera, Giorgio
Federated Learning for Enhanced Cell Nuclei Segmentation in Histopathological Images
2024-01-01 Usai, Marco; Loddo, Andrea; Putzu, Lorenzo; Ruberto, Cecilia Di
Human-in-the-loop cross-domain person re-identification
2023-01-01 Delussu, R.; Putzu, L.; Fumera, G.
BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting
2023-01-01 Ledda, E.; Delussu, R.; Putzu, L.; Fumera, G.; Roli, F.
Specialise to Generalise: The Person Re-identification Case
2023-01-01 Putzu, L.; Loddo, A.; Delussu, R.; Fumera, G.
On The Potential of Image Moments for Medical Diagnosis
2023-01-01 Di Ruberto, C.; Loddo, A.; Putzu, L.
Special Issue on Image Processing Techniques for Biomedical Applications
2022-01-01 Di Ruberto, C.; Loddo, A.; Putzu, L.
Scene-specific crowd counting using synthetic training images
2022-01-01 Delussu, R.; Putzu, L.; Fumera, G.
On the effectiveness of synthetic data sets for training person re-identification models
2022-01-01 Delussu, R; Putzu, L; Fumera, G
On the Evaluation of Video-Based Crowd Counting Models
2022-01-01 Ledda, E.; Putzu, L.; Delussu, R.; Fumera, G.; Roli, F.
On the Reliability of CNNs in Clinical Practice: A Computer-Aided Diagnosis System Case Study
2022-01-01 Loddo, Andrea; Putzu, Lorenzo
Automatic Myelofibrosis Grading from Silver-Stained Images
2021-01-01 Putzu, L.; Untesco, M.; Fumera, G.
How Realistic Should Synthetic Images Be for Training Crowd Counting Models?
2021-01-01 Ledda, E.; Putzu, L.; Delussu, R.; Loddo, A.; Fumera, G.
Online domain adaptation for person Re-identification with a human in the loop
2021-01-01 Delussu, R.; Putzu, L.; Fumera, G.; Roli, F.
On the Effectiveness of Leukocytes Classification Methods in a Real Application Scenario
2021-01-01 Loddo, Andrea; Putzu, Lorenzo
Invariant Moments, Textural and Deep Features for Diagnostic MR and CT Image Retrieval
2021-01-01 Putzu, L.; Loddo, A.; Di Ruberto, C.
Convolutional neural networks for relevance feedback in content based image retrieval: a content based image retrieval system that exploits convolutional neural networks both for feature extraction and for relevance feedback
2020-01-01 Putzu, Lorenzo; Piras, Luca; Giacinto, Giorgio
An empirical evaluation of nuclei segmentation from H&E images in a real application scenario
2020-01-01 Putzu, L.; Fumera, G.
An Empirical Evaluation of Cross-scene Crowd Counting Performance
2020-01-01 Fumera, Giorgio; Putzu, Lorenzo; Delussu, Rita
Detection of red and white blood cells from microscopic blood images using a region proposal approach
2020-01-01 Di Ruberto, C.; Loddo, A.; Putzu, L.
Investigating Synthetic Data Sets for Crowd Counting in Cross-scene Scenarios
2020-01-01 Delussu, Rita; Putzu, Lorenzo; Fumera, Giorgio
A region proposal approach for cells detection and counting from microscopic blood images
2019-01-01 Di Ruberto, C.; Loddo, A.; Putzu, L.
Ten years of relevance score for content based image retrieval
2018-01-01 Putzu, Lorenzo; Piras, Luca; Giacinto, Giorgio
White Blood Cells Counting Via Vector Field Convolution Nuclei Segmentation
2018-01-01 Porcu, Simone; Loddo, Andrea; Putzu, Lorenzo; DI RUBERTO, Cecilia
Fast and accurate computation of orthogonal moments for texture analysis
2018-01-01 Di Ruberto, Cecilia; Putzu, Lorenzo; Rodriguez, Giuseppe
Rotation invariant co-occurrence matrix features
2017-01-01 Putzu, Lorenzo; DI RUBERTO, Cecilia
Histological image analysis by invariant descriptors
2017-01-01 DI RUBERTO, Cecilia; Loddo, Andrea; Putzu, Lorenzo
A computer-aided system for differential count from peripheral blood cell images
2017-01-01 Loddo, Andrea; Putzu, Lorenzo; DI RUBERTO, Cecilia; Fenu, Gianni
Computer aided diagnosis algorithms for digital microscopy
2016-03-07
Peripheral blood image analysis
2016-01-01 Loddo, Andrea; DI RUBERTO, Cecilia; Putzu, Lorenzo
A Leukocytes count system from blood smear images: Segmentation and counting of white blood cells based on learning by sampling
2016-01-01 DI RUBERTO, Cecilia; Loddo, Andrea; Putzu, Lorenzo
A Feature Learning Framework for Histology Images Classification
2016-01-01 DI RUBERTO, Cecilia; Putzu, Lorenzo
A mobile application for leaf detection in complex background using saliency maps
2016-01-01 Putzu, Lorenzo; DI RUBERTO, Cecilia; Fenu, Gianni
Learning by sampling for white blood cells segmentation
2015-01-01 DI RUBERTO, Cecilia; Loddo, A.; Putzu, Lorenzo
On different colour spaces for medical colour image classification
2015-01-01 DI RUBERTO, Cecilia; Fodde, Giuseppe; Putzu, Lorenzo
A multiple classifier learning by sampling system for white blood cells segmentation
2015-01-01 DI RUBERTO, Cecilia; Loddo, Andrea; Putzu, Lorenzo
Comparison of statistical features for medical colour image classification
2015-01-01 DI RUBERTO, Cecilia; Fodde, Giuseppe; Putzu, Lorenzo
Accurate blood cells segmentation through intuitionistic fuzzy set threshold
2014-01-01 DI RUBERTO, Cecilia; Putzu, Lorenzo
A fast leaf recognition algorithm based on SVM classifier and high dimensional feature vector
2014-01-01 DI RUBERTO, Cecilia; Putzu, Lorenzo
Leucocyte classification for leukaemia detection using image processing techniques
2014-01-01 Putzu, Lorenzo; Caocci, Giovanni; DI RUBERTO, Cecilia
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