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LUMINI, ALESSANDRA

LUMINI, ALESSANDRA  

DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA  

Docenti di ruolo di IIa fascia  

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Risultati 1 - 20 di 233 (tempo di esecuzione: 0.045 secondi).
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