Loris Nanni

University of Padua — Italy

Computer Science · Physical Sciences

53h-index11.1kcitations392works1.82yr avg
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Research Topics

Face and Expression Recognition(64), Machine Learning in Bioinformatics(52), Biometric Identification and Security(49), Image Retrieval and Classification Techniques(46), Advanced Image and Video Retrieval Techniques(42)

Publications392 total

Ensemble Deep Learning Models on Raw DNA Sequences for Viral Genome Identification in Human Samples
Preprints.org·2026Open Access
Mapping the unmapped: deep learning ensembles and novel loss functions for scalable road segmentation from aerial imagery
Pattern Analysis and Applications·2026Open Access
Addressing Class Imbalance in Rice Disease Diagnosis with Contrastive Dissimilarity
AgriEngineering·2026Open Access
Deep Ensembles and Multisensor Data for Global LCZ Mapping: Insights from So2Sat LCZ42
Algorithms·2025Open Access
SAM-Based Input Augmentations and Ensemble Strategies for Image Segmentation
Information·2025· 1 citedOpen Access
Convolutional neural networks and vision transformers for Plankton Classification
Ecological Informatics·2025· 5 citedOpen Access
Cancer Identification in Bowel Tissue Images Using CNNs and Transformers
2025
Contrastive Dissimilarity for Writer Identification: a proof of concept
2025· 1 cited
Deep Ensembling of Multiband Images for Earth Remote Sensing and Foramnifera Data
Sensors·2025· 3 citedOpen Access
Advancing Precision: A Comprehensive Review of MRI Segmentation Datasets from BraTS Challenges (2012–2025)
Sensors·2025· 17 citedOpen Access
Insect identification by combining different neural networks
Expert Systems with Applications·2025· 5 cited
Advancing Taxonomy with Machine Learning: A Hybrid Ensemble for Species and Genus Classification
Algorithms·2025· 2 citedOpen Access
ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy Images
Applied Sciences·2025Open Access
Advancing Taxonomy with Machine Learning: A Hybrid Ensemble for Species and Genus Classification
Preprints.org·2025Open Access
Advancing Precision: A Comprehensive Review of MRISegmentation Datasets from BraTS Challenges (2012–2024)
Preprints.org·2025· 1 citedOpen Access
Weakly Supervised Segmentation Improves the Estimate of the Choroid Plexus Volume: Application to Multiple Sclerosis
Smart innovation, systems and technologies·2025
Mapping the Unmapped: Deep Learning Ensembles and Novelloss Functions for Scalable Road Segmentation from Aerial Im-Agery
SSRN Electronic Journal·2025Open Access
Matrix-based vector representations in neural networks for classifying molecular biology data
Bioinformatics Advances·2024Open Access
Multiband Image Analysis Using Ensemble Neural Networks
Preprints.org·2024Open Access
AI-Powered Biodiversity Assessment: Species Classification via DNA Barcoding and Deep Learning
Technologies·2024· 6 citedOpen Access
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Frequent Co-authors

Alessandra Lumini(31), Sheryl Brahnam(18), Gianluca Maguolo(7), Stefano Ghidoni(4), Yandre M. G. Costa(3), Michelangelo Paci(2), Carlos N. Silla(2), Julián Fiérrez(1), Jaime Lopez-Peñalba(1), Javier Ortega-García(1), Davide Maltoni(1), Dinesh Gupta(1), Aarti Garg(1), Fabio Pancino(1), Claudio Manna(1), Sebastiana Pappalardo(1), Sheryl Brahnam(1), Lakhmi C. Jain(1), Moo Young Kim(1), Seung Ryul Baek(1)