Alessandra Lumini

University of Bologna — Italy

Computer Science · Physical Sciences

46h-index8.2kcitations269works2.02yr avg
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Research Topics

Face and Expression Recognition(51), Biometric Identification and Security(47), Machine Learning in Bioinformatics(41), Image Retrieval and Classification Techniques(37), Advanced Image and Video Retrieval Techniques(29)

Publications269 total

Rootex 2.0: Multi-head deep learning and graph-based analysis for automated barley root phenotyping
Expert Systems with Applications·2025Open Access
Entropy-Regularized Attention for Explainable Histological Classification with Convolutional and Hybrid Models
Entropy·2025Open Access
Convolutional neural networks and vision transformers for Plankton Classification
Ecological Informatics·2025· 5 citedOpen Access
Cattle weight estimation using 2D side-view images and estimated depth-based 3D modeling
Smart Agricultural Technology·2025Open Access
RootEx: An automated method for barley root system extraction and evaluation
Computers and Electronics in Agriculture·2025· 7 citedOpen Access
Rootex 2.0: Multi-Head Deep Learning and Graph-Based Analysis for Automated Barley Root Phenotyping
SSRN Electronic Journal·2025Open Access
Comparison of CNN and Transformer Architectures for Robust Cattle Segmentation in Complex Farm Environments
2025· 1 citedOpen Access
RootTracer: An intuitive solution for root image annotation
Smart Agricultural Technology·2024· 3 citedOpen Access
Data Augmentation in Histopathological Classification: An Analysis Exploring GANs with XAI and Vision Transformers
Applied Sciences·2024· 6 citedOpen Access
Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images
Pattern Recognition Letters·2024· 4 citedOpen Access
Deep learning for Root System Extraction from Barley Plants
2024
An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images
Pattern Analysis and Applications·2024· 5 cited
Roottracer: An Intuitive Solution for Root Image Annotation
SSRN Electronic Journal·2024Open Access
Convolutional Neural Networks and Vision Transformers for Plankton Classification
SSRN Electronic Journal·2024Open Access
X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence
2024Open Access
Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images
2024· 1 citedOpen Access
Exploring the Potential of Ensembles of Deep Learning Networks for Image Segmentation
Information·2023· 4 citedOpen Access
Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy
Lecture notes in computer science·2023· 3 citedOpen Access
Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification
Lecture notes in computer science·2023Open Access
Percolation Images: Fractal Geometry Features for Brain Tumor Classification
Advances in neurobiology·2023Open Access
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Frequent Co-authors

Loris Nanni(44), Sheryl Brahnam(14), Dario Maio(5), Davide Maltoni(4), Raffaele Cappelli(3), Sheryl Brahnam(2), Gianluca Maguolo(2), Dinesh Gupta(1), Aarti Garg(1), Claudio Manna(1), Sebastiana Pappalardo(1), Lakhmi C. Jain(1), Yandre M. G. Costa(1), Moo Young Kim(1), Seung Ryul Baek(1), Alessandro Manfè(1), Michelangelo Paci(1), Javier Galbally(1), Guillermo Glez-de-Rivera(1), Julián Fiérrez(1)