LUMINI, ALESSANDRA
LUMINI, ALESSANDRA
DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Docenti di ruolo di IIa fascia
Combining biometric matchers by means of machine learning and statistical approaches
In corso di stampa L. Nanni; A. Lumini; M. Ferrara; R. Cappelli
RootEx: An automated method for barley root system extraction and evaluation
2025 Dadi, Maichol; Lumini, Alessandra; Franco, Annalisa
RootTracer: An intuitive solution for root image annotation
2025 Dadi, M.; Franco, A.; Sangiorgi, G.; Salvi, S.; Lumini, A.
An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images
2024 Roberto, G. F.; Neves, L. A.; Lumini, A.; Martins, A. S.; Nascimento, M. Z. D.
Data Augmentation in Histopathological Classification: An Analysis Exploring GANs with XAI and Vision Transformers
2024 Rozendo, G. B.; Garcia, B. L. D. O.; Borgue, V. A. T.; Lumini, A.; Tosta, T. A. A.; Nascimento, M. Z. D.; Neves, L. A.
Deep learning for Root System Extraction from Barley Plants
2024 Dadi, M.; Lumini, A.; Franco, A.; Sangiorgi, G.
Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification
2024 F. Roberto, G.; C. Pereira, D.; S. Martins, A.; A. A. Tosta, T.; Soares, C.; Lumini, A.; B. Rozendo, G.; A. Neves, L.; Z. Nascimento, M.
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images
2024 Roberto, G. F.; Pereira, D. C.; Martins, A. S.; Tosta, T. A. A.; Soares, C.; Lumini, A.; Rozendo, G. B.; Neves, L. A.; Nascimento, M. Z.
Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images
2024 Miguel, P. L.; Lumini, A.; Medalha, G. C.; Roberto, G. F.; Rozendo, G. B.; Cansian, A. M.; Tosta, T. A. A.; do Nascimento, M. Z.; Neves, L. A.
Percolation Images: Fractal Geometry Features for Brain Tumor Classification
2024 Lumini, Alessandra; Roberto, Guilherme Freire; Neves, Leandro Alves; Martins, Alessandro Santana; do Nascimento, Marcelo Zanchetta
Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy
2024 Rozendo, G. B.; Roberto, G. F.; do Nascimento, M. Z.; Alves Neves, L.; Lumini, A.
X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence
2024 Rozendo, G. B.; Lumini, A.; Roberto, G. F.; Tosta, T. A. A.; do Nascimento, M. Z.; Neves, L. A.
A Standardized Approach for Skin Detection: Analysis of the Literature and Case Studies
2023 Nanni L.; Loreggia A.; Lumini A.; Dorizza A.
CNN Ensembles for Nuclei Segmentation on Histological Images of OED
2023 Silva A.B.; Rozendo G.B.; Tosta T.A.A.; Martins A.S.; Loyola A.M.; Cardoso S.V.; Lumini A.; Neves L.A.; De Faria P.R.; Nascimento M.Z.D.
Coupling RetinaFace and Depth Information to Filter False Positives
2023 Nanni L.; Brahnam S.; Lumini A.; Loreggia A.
Deep ensembles and data augmentation for semantic segmentation
2023 Nanni L.; Lumini A.; Loreggia A.; Brahnam S.; Cuza D.
Deep learning for plankton and coral classification
2023 Lumini A.; Nanni L.; Maguolo G.
Digital recognition of breast cancer using takhisisnet: An innovative multi-head convolutional neural network for classifying breast ultrasonic images
2023 Nanni L.; Lumini A.; Maguolo G.
Ensembles of Convolutional Neural Networks and Transformers for Polyp Segmentation
2023 Nanni L.; Fantozzi C.; Loreggia A.; Lumini A.
Exploring the Potential of Ensembles of Deep Learning Networks for Image Segmentation
2023 Nanni L.; Lumini A.; Fantozzi C.
Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
---|---|---|---|---|---|---|
Combining biometric matchers by means of machine learning and statistical approaches | L. Nanni; A. Lumini; M. Ferrara; R. Cappelli | 9999-01-01 | NEUROCOMPUTING | - | 1.01 Articolo in rivista | - |
RootEx: An automated method for barley root system extraction and evaluation | Dadi, Maichol; Lumini, Alessandra; Franco, Annalisa | 2025-01-01 | COMPUTERS AND ELECTRONICS IN AGRICULTURE | - | 1.01 Articolo in rivista | - |
RootTracer: An intuitive solution for root image annotation | Dadi, M.; Franco, A.; Sangiorgi, G.; Salvi, S.; Lumini, A. | 2025-01-01 | SMART AGRICULTURAL TECHNOLOGY | - | 1.01 Articolo in rivista | Dadi 2025 RootTracer SAT.pdf |
An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images | Roberto, G. F.; Neves, L. A.; Lumini, A.; Martins, A. S.; Nascimento, M. Z. D. | 2024-01-01 | PATTERN ANALYSIS AND APPLICATIONS | - | 1.01 Articolo in rivista | - |
Data Augmentation in Histopathological Classification: An Analysis Exploring GANs with XAI and Vision Transformers | Rozendo, G. B.; Garcia, B. L. D. O.; Borgue, V. A. T.; Lumini, A.; Tosta, T. A. A.; Nascimento, M.... Z. D.; Neves, L. A. | 2024-01-01 | APPLIED SCIENCES | - | 1.01 Articolo in rivista | - |
Deep learning for Root System Extraction from Barley Plants | Dadi, M.; Lumini, A.; Franco, A.; Sangiorgi, G. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification | F. Roberto, G.; C. Pereira, D.; S. Martins, A.; A. A. Tosta, T.; Soares, C.; Lumini, A.; B. Rozen...do, G.; A. Neves, L.; Z. Nascimento, M. | 2024-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | 978-3-031-49018-7_12-1.pdf |
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images | Roberto, G. F.; Pereira, D. C.; Martins, A. S.; Tosta, T. A. A.; Soares, C.; Lumini, A.; Rozendo,... G. B.; Neves, L. A.; Nascimento, M. Z. | 2024-01-01 | PATTERN RECOGNITION LETTERS | - | 1.01 Articolo in rivista | - |
Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images | Miguel, P. L.; Lumini, A.; Medalha, G. C.; Roberto, G. F.; Rozendo, G. B.; Cansian, A. M.; Tosta,... T. A. A.; do Nascimento, M. Z.; Neves, L. A. | 2024-01-01 | - | scitepress | 4.01 Contributo in Atti di convegno | - |
Percolation Images: Fractal Geometry Features for Brain Tumor Classification | Lumini, Alessandra; Roberto, Guilherme Freire; Neves, Leandro Alves; Martins, Alessandro Santana;... do Nascimento, Marcelo Zanchetta | 2024-01-01 | - | Springer | 2.01 Capitolo / saggio in libro | Fractals_Brain.pdf |
Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy | Rozendo, G. B.; Roberto, G. F.; do Nascimento, M. Z.; Alves Neves, L.; Lumini, A. | 2024-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | paper_weeds_final-2.pdf |
X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence | Rozendo, G. B.; Lumini, A.; Roberto, G. F.; Tosta, T. A. A.; do Nascimento, M. Z.; Neves, L. A. | 2024-01-01 | - | Science and Technology Publications, Lda | 4.01 Contributo in Atti di convegno | - |
A Standardized Approach for Skin Detection: Analysis of the Literature and Case Studies | Nanni L.; Loreggia A.; Lumini A.; Dorizza A. | 2023-01-01 | JOURNAL OF IMAGING | - | 1.01 Articolo in rivista | jimaging-09-00035.pdf |
CNN Ensembles for Nuclei Segmentation on Histological Images of OED | Silva A.B.; Rozendo G.B.; Tosta T.A.A.; Martins A.S.; Loyola A.M.; Cardoso S.V.; Lumini A.; Neves... L.A.; De Faria P.R.; Nascimento M.Z.D. | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | Artigo_CBMS_2023_Adriano.pdf |
Coupling RetinaFace and Depth Information to Filter False Positives | Nanni L.; Brahnam S.; Lumini A.; Loreggia A. | 2023-01-01 | APPLIED SCIENCES | - | 1.01 Articolo in rivista | applsci-13-02987.pdf |
Deep ensembles and data augmentation for semantic segmentation | Nanni L.; Lumini A.; Loreggia A.; Brahnam S.; Cuza D. | 2023-01-01 | - | Elsevier | 2.01 Capitolo / saggio in libro | - |
Deep learning for plankton and coral classification | Lumini A.; Nanni L.; Maguolo G. | 2023-01-01 | APPLIED COMPUTING AND INFORMATICS | - | 1.01 Articolo in rivista | 10-1016_j-aci-2019-11-004.pdf |
Digital recognition of breast cancer using takhisisnet: An innovative multi-head convolutional neural network for classifying breast ultrasonic images | Nanni L.; Lumini A.; Maguolo G. | 2023-01-01 | - | IGI Global | 2.01 Capitolo / saggio in libro | PREPRINTDigital-Recognition-of-Breast-Cancer-Using-TakhisisNet_-An-Innovative-Multi-Head-Convolutional-Neural-Network-for-Classifying-Breast-Ultras-1.pdf |
Ensembles of Convolutional Neural Networks and Transformers for Polyp Segmentation | Nanni L.; Fantozzi C.; Loreggia A.; Lumini A. | 2023-01-01 | SENSORS | - | 1.01 Articolo in rivista | sensors-23-04688.pdf |
Exploring the Potential of Ensembles of Deep Learning Networks for Image Segmentation | Nanni L.; Lumini A.; Fantozzi C. | 2023-01-01 | INFORMATION | - | 1.01 Articolo in rivista | information-14-00657.pdf |