Strategie per il Retrieval di Impronte Digitali. - Alessandra Lumini; Dario Maio; Davide Maltoni (SEBD, 1997)

Continuous versus exclusive classification for fingerprint retrieval. - Alessandra Lumini; Dario Maio; Davide Maltoni (Pattern Recognit. Lett., 1997)

Strutture dati e algoritmi per ricerche nearest neighbor incrementali. - Alessandra Lumini; Dario Maio (SEBD, 1998)

Approximate Retrieval Approaches for Incremental Similarity Searches. - Alessandra Lumini; Dario Maio (ICMCS, Vol. 2, 1999)

Fingerprint Classification by Directional Image Partitioning. - Raffaele Cappelli; Alessandra Lumini; Dario Maio; Davide Maltoni (IEEE Trans. Pattern Anal. Mach. Intell., 1999)

Haruspex: An Image Database System for Query-by-Examples. - Alessandra Lumini; Dario Maio (ICPR, 2000)

A Wavelet-Based Image Watermarking Scheme. - Alessandra Lumini; Dario Maio (ITCC, 2000)

Blind watermarking system for digital images in the wavelet domain. - Alessandra Lumini; Dario Maio (Security and Watermarking of Multimedia Contents, 2000)

MKL-tree: una struttura gerarchica per l'indicizzazione di dati multidimensionali. - Raffaele Cappelli; Alessandra Lumini; Dario Maio (SEBD, 2001)

MKL-Tree: A Hierarchical Data Structure for Indexing Multidimensional Data. - Raffaele Cappelli; Alessandra Lumini; Dario Maio (DEXA, 2002)

Eigenspace Merging for Model Updating. - Annalisa Franco; Alessandra Lumini; Dario Maio (ICPR (2), 2002)

Tecniche di costruzione batch per MKL-tree. - Annalisa Franco; Alessandra Lumini (SEBD, 2002)

Bulk Loading the MKL-Tree. - Annalisa Franco; Alessandra Lumini; Dario Maio (DEXA, 2003)

Ottimizzazione di MKL-tree. - Annalisa Franco; Alessandra Lumini (SEBD, 2003)

Adaptive positioning of a visible watermark in a digital image. - Alessandra Lumini; Dario Maio (ICME, 2004)

A New Approach for Relevance Feedback Through Positive and Negative Samples. - Annalisa Franco; Alessandra Lumini; Dario Maio (ICPR (4), 2004)

Un nuovo approccio al relevance feedback. - Annalisa Franco; Alessandra Lumini (SEBD, 2004)

Subspace Classifier for Protein Subcellular Localization Prediction. - Alessandra Lumini; Loris Nanni (Artificial Intelligence and Applications, 2005)

Support Vector Machines for HIV-1 Protease Cleavage Site Prediction. - Loris Nanni; Alessandra Lumini (IbPRIA (2), 2005)

Evoluzione dell'approccio MKL al relevance feedback per l'apprendimento a lungo termine. - Annalisa Franco; Alessandra Lumini (SEBD, 2005)

Ensemble of Parzen window classifiers for on-line signature verification. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2005)

Can Fingerprints be Reconstructed from ISO Templates? - Raffaele Cappelli; Alessandra Lumini; Dario Maio; Davide Maltoni (ICARCV, 2006)

A Template-Matching Approach for Protein Surface Clustering. - Lorenzo Baldacci; Matteo Golfarelli; Alessandra Lumini; Stefano Rizzi (ICPR (3), 2006)

An ensemble of K-local hyperplanes for predicting protein-protein interactions. - Loris Nanni; Alessandra Lumini (Bioinform., 2006)

An advanced multi-modal method for human authentication featuring biometrics data and tokenised random numbers. - Alessandra Lumini; Loris Nanni (Neurocomputing, 2006)

A reliable method for HIV-1 protease cleavage site prediction. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

A novel method for fingerprint verification that approaches the problem as a two-class pattern recognition problem. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

Advanced methods for two-class problem formulation for on-line signature verification. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

Human authentication featuring signatures and tokenised random numbers. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

An experimental comparison of ensemble of classifiers for biometric data. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

An approach for improving face recognition in presence of inaccurate detection. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

MppS: An ensemble of support vector machine based on multiple physicochemical properties of amino acids. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

Random Bands: A novel ensemble for fingerprint matching. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

A deformation-invariant image-based fingerprint verification system. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

Empirical tests on BioHashing. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2006)

Clustering techniques for protein surfaces. - Lorenzo Baldacci; Matteo Golfarelli; Alessandra Lumini; Stefano Rizzi (Pattern Recognit., 2006)

A clustering method for automatic biometric template selection. - Alessandra Lumini; Loris Nanni (Pattern Recognit., 2006)

Two-class fingerprint matcher. - Alessandra Lumini; Loris Nanni (Pattern Recognit., 2006)

FuzzyBagging: A novel ensemble of classifiers. - Loris Nanni; Alessandra Lumini (Pattern Recognit., 2006)

An enhanced subspace method for face recognition. - Annalisa Franco; Alessandra Lumini; Dario Maio; Loris Nanni (Pattern Recognit. Lett., 2006)

Detector of image orientation based on Borda Count. - Alessandra Lumini; Loris Nanni (Pattern Recognit. Lett., 2006)

Identifying splice-junction sequences by hierarchical multiclassifier. - Alessandra Lumini; Loris Nanni (Pattern Recognit. Lett., 2006)

Machine learning for HIV-1 protease cleavage site prediction. - Alessandra Lumini; Loris Nanni (Pattern Recognit. Lett., 2006)

Evaluating Minutiae Template Vulnerability to Masquerade Attack. - Raffaele Cappelli; Alessandra Lumini; Dario Maio (AutoID, 2007)

When Fingerprints Are Combined with Iris - A Case Study: FVC2004 and CASIA. - Alessandra Lumini; Loris Nanni (Int. J. Netw. Secur., 2007)

MKL-tree: an index structure for high-dimensional vector spaces. - Annalisa Franco; Alessandra Lumini; Dario Maio (Multim. Syst., 2007)

Fingerprint Image Reconstruction from Standard Templates. - Raffaele Cappelli; Dario Maio; Alessandra Lumini; Davide Maltoni (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

An improved BioHashing for human authentication. - Alessandra Lumini; Loris Nanni (Pattern Recognit., 2007)

A hybrid wavelet-based fingerprint matcher. - Loris Nanni; Alessandra Lumini (Pattern Recognit., 2007)

Ensemblator: An ensemble of classifiers for reliable classification of biological data. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2007)

A multi-expert approach for wavelet-based face detection. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2007)

RegionBoost learning for 2D+3D based face recognition. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2007)

A multi-matcher for ear authentication. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2007)

Fake fingertip generation from a minutiae template. - Javier Galbally; Raffaele Cappelli; Alessandra Lumini; Davide Maltoni; Julian Fiérrez-Aguilar (ICPR, 2008)

A reliable method for cell phenotype image classification. - Loris Nanni; Alessandra Lumini (Artif. Intell. Medicine, 2008)

A genetic approach for building different alphabets for peptide and protein classification. - Loris Nanni; Alessandra Lumini (BMC Bioinform., 2008)

Over-complete feature generation and feature selection for biometry. - Alessandra Lumini; Loris Nanni (Expert Syst. Appl., 2008)

Generalized Needleman-Wunsch algorithm for the recognition of T-cell epitopes. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2008)

Cluster-Based Nearest-Neighbour Classifier and Its Application on the Lightning Classification. - Loris Nanni; Alessandra Lumini (J. Comput. Sci. Technol., 2008)

Mixture of KL subspaces for relevance feedback. - Annalisa Franco; Alessandra Lumini (Multim. Tools Appl., 2008)

Local binary patterns for a hybrid fingerprint matcher. - Loris Nanni; Alessandra Lumini (Pattern Recognit., 2008)

Advanced methods for two-class pattern recognition problem formulation for minutiae-based fingerprint verification. - Alessandra Lumini; Loris Nanni (Pattern Recognit. Lett., 2008)

Random subspace for an improved BioHashing for face authentication. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2008)

Wavelet decomposition tree selection for palm and face authentication. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2008)

A novel local on-line signature verification system. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2008)

A multi-modal method based on the competitors of FVC2004 and on palm data combined with tokenised random numbers. - Loris Nanni; Alessandra Lumini (Pattern Recognit. Lett., 2008)

Ensemble of Multiple Pedestrian Representations. - Loris Nanni; Alessandra Lumini (IEEE Trans. Intell. Transp. Syst., 2008)

Evolved Feature Weighting for Random Subspace Classifier. - Loris Nanni; Alessandra Lumini (IEEE Trans. Neural Networks, 2008)

Ensemble of on-line signature matchers based on OverComplete feature generation. - Alessandra Lumini; Loris Nanni (Expert Syst. Appl., 2009)

Genetic nearest feature plane. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

An ensemble of support vector machines for predicting virulent proteins. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

A genetic encoding approach for learning methods for combining classifiers. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

A supervised method to discriminate between impostors and genuine in biometry. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

Input Decimated Ensemble based on Neighborhood Preserving Embedding for spectrogram classification. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

Descriptors for image-based fingerprint matchers. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

Ensemble of multiple Palmprint representation. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

Ensemble generation and feature selection for the identification of students with learning disabilities. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2009)

On selecting Gabor features for biometric authentication. - Loris Nanni; Alessandra Lumini (Int. J. Comput. Appl. Technol., 2009)

Particle swarm optimization for prototype reduction. - Loris Nanni; Alessandra Lumini (Neurocomputing, 2009)

A multi-matcher system based on knuckle-based features. - Loris Nanni; Alessandra Lumini (Neural Comput. Appl., 2009)

Particle swarm optimization for ensembling generation for evidential k-nearest-neighbour classifier. - Loris Nanni; Alessandra Lumini (Neural Comput. Appl., 2009)

Machine learning multi-classifiers for peptide classification. - Loris Nanni; Alessandra Lumini (Neural Comput. Appl., 2009)

Fusion of color spaces for ear authentication. - Loris Nanni; Alessandra Lumini (Pattern Recognit., 2009)

Local Phase Quantization Texture Descriptor for Protein Classification. - Sheryl Brahnam; Loris Nanni; Jian-Yu Shi; Alessandra Lumini (BIOCOMP, 2010)

Selecting the Best Performing Rotation Invariant Patterns in Local Binary/Ternary Patterns. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (IPCV, 2010)

Coding of amino acids by texture descriptors. - Loris Nanni; Alessandra Lumini (Artif. Intell. Medicine, 2010)

Local binary patterns variants as texture descriptors for medical image analysis. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Artif. Intell. Medicine, 2010)

A local approach based on a Local Binary Patterns variant texture descriptor for classifying pain states. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2010)

Orthogonal linear discriminant analysis and feature selection for micro-array data classification. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2010)

Fusion of systems for automated cell phenotype image classification. - Loris Nanni; Alessandra Lumini; Yu-Shi Lin; Chun-Nan Hsu; Chung-Chih Lin (Expert Syst. Appl., 2010)

Combining local, regional and global matchers for a template protected on-line signature verification system. - Loris Nanni; Emanuele Maiorana; Alessandra Lumini; Patrizio Campisi (Expert Syst. Appl., 2010)

Advanced machine learning techniques for microarray spot quality classification. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Neural Comput. Appl., 2010)

An evaluation of direct attacks using fake fingers generated from ISO templates. - Javier Galbally; Raffaele Cappelli; Alessandra Lumini; Guillermo González de Rivera; Davide Maltoni; Julian Fiérrez; Javier Ortega-Garcia; Dario Maio (Pattern Recognit. Lett., 2010)

Local Ternary Patterns from Three Orthogonal Planes for human action classification. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2011)

Combining different local binary pattern variants to boost performance. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2011)

Texture descriptors for generic pattern classification problems. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2011)

Wavelet selection for disease classification by DNA microarray data. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2011)

A new encoding technique for peptide classification. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2011)

Prototype reduction techniques: A comparison among different approaches. - Loris Nanni; Alessandra Lumini (Expert Syst. Appl., 2011)

Likelihood ratio based features for a trained biometric score fusion. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Expert Syst. Appl., 2011)

A classifier ensemble approach for the missing feature problem. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Artif. Intell. Medicine, 2012)

Combining multiple approaches for gene microarray classification. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Bioinform., 2012)

A very high performing system to discriminate tissues in mammograms as benign and malignant. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2012)

Matrix representation in pattern classification. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2012)

Random interest regions for object recognition based on texture descriptors and bag of features. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2012)

Survey on LBP based texture descriptors for image classification. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Expert Syst. Appl., 2012)

Combining Face and Eye Detectors in a High- Performance Face-Detection System. - Loris Nanni; Alessandra Lumini (IEEE Multim., 2012)

A user dependent multi-resolution approach for biometric data. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Int. J. Inf. Technol. Manag., 2012)

A simple method for improving local binary patterns by considering non-uniform patterns. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Pattern Recognit., 2012)

Local phase quantization descriptor for improving shape retrieval/classification. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Pattern Recognit. Lett., 2012)

Identifying Bacterial Virulent Proteins by Fusing a Set of Classifiers Based on Variants of Chou's Pseudo Amino Acid Composition and on Evolutionary Information. - Loris Nanni; Alessandra Lumini; Dinesh Gupta; Aarti Garg (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Heterogeneous bag-of-features for object/scene recognition. - Loris Nanni; Alessandra Lumini (Appl. Soft Comput., 2013)

Subcellular localization using fluorescence imagery: Utilizing ensemble classification with diverse feature extraction strategies and data balancing. - Muhammad Tahir 006; Asifullah Khan; Abdul Majid; Alessandra Lumini (Appl. Soft Comput., 2013)

SmartVisionApp: A framework for computer vision applications on mobile devices. - Cristiana Casanova; Annalisa Franco; Alessandra Lumini; Dario Maio (Expert Syst. Appl., 2013)

Introduction to Local Binary Patterns: New Variants and Applications. - Sheryl Brahnam; Lakhmi C. Jain; Alessandra Lumini; Loris Nanni (Local Binary Patterns, 2013)

Ensemble of Local Phase Quantization Variants with Ternary Encoding. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini; Tonya Barrier (Local Binary Patterns, 2013)

Ensemble of shape descriptors for shape retrieval and classification. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Int. J. Adv. Intell. Paradigms, 2014)

Toward a General-Purpose Heterogeneous Ensemble for Pattern Classification. - Loris Nanni; Sheryl Brahnam; Stefano Ghidoni; Alessandra Lumini (Comput. Intell. Neurosci., 2015)

Combining biometric matchers by means of machine learning and statistical approaches. - Loris Nanni; Alessandra Lumini; Matteo Ferrara; Raffaele Cappelli (Neurocomputing, 2015)

Multilayer descriptors for medical image classification. - Alessandra Lumini; Loris Nanni; Sheryl Brahnam (Comput. Biol. Medicine, 2016)

Combining visual and acoustic features for music genre classification. - Loris Nanni; Yandre M. G. Costa; Alessandra Lumini; Moo Young Kim 001; SeungRyul Baek (Expert Syst. Appl., 2016)

Weighted Reward-Punishment Editing. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Pattern Recognit. Lett., 2016)

Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem. - Loris Nanni; Alessandra Lumini; Florentino Luciano Caetano dos Santos; Michelangelo Paci; Jari A. K. Hyttinen (Pattern Recognit. Lett., 2016)

Ensemble of texture descriptors for face recognition obtained by varying feature transforms and preprocessing approaches. - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (Appl. Soft Comput., 2017)

Overview of the combination of biometric matchers. - Alessandra Lumini; Loris Nanni (Inf. Fusion, 2017)

Ensemble of Deep Learned Features for Melanoma Classification. - Loris Nanni; Alessandra Lumini; Stefano Ghidoni (CoRR, 2018)

Incremental Learning Techniques Within a Self-updating Approach for Face Verification in Video-Surveillance. - Eric López-López; Carlos Vázquez Regueiro; Xosé M. Pardo; Annalisa Franco; Alessandra Lumini (IbPRIA (2), 2019)

Learning morphological operators for skin detection. - Alessandra Lumini; Loris Nanni; Alice Codogno; Filippo Berno (CoRR, 2019)

Deep learning for Plankton and Coral Classification. - Alessandra Lumini; Loris Nanni; Gianluca Maguolo (CoRR, 2019)

Deep learning and transfer learning features for plankton classification. - Alessandra Lumini; Loris Nanni (Ecol. Informatics, 2019)

Texture descriptors for representing feature vectors. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Expert Syst. Appl., 2019)

Face Detection Ensemble with Methods Using Depth Information to Filter False Positives. - Loris Nanni; Sheryl Brahnam; Alessandra Lumini (Sensors, 2019)

Bioimage Classification with Handcrafted and Learned Features. - Loris Nanni; Sheryl Brahnam; Stefano Ghidoni; Alessandra Lumini (IEEE ACM Trans. Comput. Biol. Bioinform., 2019)

Ocean Ecosystems Plankton Classification. - Alessandra Lumini; Loris Nanni (Recent Advances in Computer Vision, 2019)

Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare. - Loris Nanni; Alessandra Lumini; Stefano Ghidoni; Gianluca Maguolo (CoRR, 2020)

Fair comparison of skin detection approaches on publicly available datasets. - Alessandra Lumini; Loris Nanni (Expert Syst. Appl., 2020)

iProStruct2D: Identifying protein structural classes by deep learning via 2D representations. - Loris Nanni; Alessandra Lumini; Federica Pasquali; Sheryl Brahnam (Expert Syst. Appl., 2020)

Stochastic Selection of Activation Layers for Convolutional Neural Networks. - Loris Nanni; Alessandra Lumini; Stefano Ghidoni; Gianluca Maguolo (Sensors, 2020)

Neural networks for Anatomical Therapeutic Chemical (ATC). - Loris Nanni; Alessandra Lumini; Sheryl Brahnam (CoRR, 2021)

Exploiting Adam-like Optimization Algorithms to Improve the Performance of Convolutional Neural Networks. - Loris Nanni; Gianluca Maguolo; Alessandra Lumini (CoRR, 2021)

Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation. - Alessandra Lumini; Loris Nanni; Gianluca Maguolo (CoRR, 2021)

Gated recurrent units and temporal convolutional network for multilabel classification. - Loris Nanni; Alessandra Lumini; Alessandro Manfe; Sheryl Brahnam; Giorgio Venturin (CoRR, 2021)

Deep ensembles in bioimage segmentation. - Loris Nanni; Daniela Cuza; Alessandra Lumini; Andrea Loreggia; Sheryl Brahnam (CoRR, 2021)

Towards a self-sufficient face verification system. - Eric López-López; Carlos Vázquez Regueiro; Xosé M. Pardo; Annalisa Franco; Alessandra Lumini (Expert Syst. Appl., 2021)

Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images. - Guilherme Freire Roberto; Alessandra Lumini; Leandro Alves Neves; Marcelo Zanchetta do Nascimento (Expert Syst. Appl., 2021)

Postprocessing for Skin Detection. - Diego Baldissera; Loris Nanni; Sheryl Brahnam; Alessandra Lumini (J. Imaging, 2021)

Comparison of Different Image Data Augmentation Approaches. - Loris Nanni; Michelangelo Paci; Sheryl Brahnam; Alessandra Lumini (J. Imaging, 2021)

Experiments of Image Classification Using Dissimilarity Spaces Built with Siamese Networks. - Loris Nanni; Giovanni Minchio; Sheryl Brahnam; Gianluca Maguolo; Alessandra Lumini (Sensors, 2021)

Closing the Performance Gap between Siamese Networks for Dissimilarity Image Classification and Convolutional Neural Networks. - Loris Nanni; Giovanni Minchio; Sheryl Brahnam; Davide Sarraggiotto; Alessandra Lumini (Sensors, 2021)

Pushing the Limits Against the No Free Lunch Theorem: Towards Building General-Purpose (GenP) Classification Systems. - Alessandra Lumini; Loris Nanni; Sheryl Brahnam (Advances in Selected Artificial Intelligence Areas, 2022)

Deep Semantic Segmentation in Skin Detection. - Daniela Cuza; Andrea Loreggia; Alessandra Lumini; Loris Nanni (ESANN, 2022)

High performing ensemble of convolutional neural networks for insect pest image detection. - Loris Nanni; Alessandro Manfe; Gianluca Maguolo; Alessandra Lumini; Sheryl Brahnam (Ecol. Informatics, 2022)

Feature transforms for image data augmentation. - Loris Nanni; Michelangelo Paci; Sheryl Brahnam; Alessandra Lumini (Neural Comput. Appl., 2022)

CNN Ensembles for Nuclei Segmentation on Histological Images of OED. - Adriano Barbosa-Silva; Guilherme Botazzo Rozendo; Thaína A. A. Tosta; Alessandro Santana Martins; Adriano M. Loyola; Sérgio V. Cardoso; Alessandra Lumini; Leandro Alves Neves; Paulo Rogério de Faria; Marcelo Zanchetta do Nascimento (CBMS, 2023)

Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images. - Danilo Cesar Pereira; Leonardo C. Longo; Thaína A. A. Tosta; Alessandro Santana Martins; Adriano Barbosa-Silva; Guilherme Botazzo Rozendo; Guilherme Freire Roberto; Alessandra Lumini; Leandro Alves Neves; Marcelo Zanchetta do Nascimento (CBMS, 2023)

Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification. - Guilherme Freire Roberto; Danilo Cesar Pereira; Alessandro Santana Martins; Thaína A. A. Tosta; Carlos Soares; Alessandra Lumini; Guilherme Botazzo Rozendo; Leandro Alves Neves; Marcelo Zanchetta do Nascimento (CIARP, 2023)

Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy. - Guilherme Botazzo Rozendo; Guilherme Freire Roberto; Marcelo Zanchetta do Nascimento; Leandro Alves Neves; Alessandra Lumini (CIARP, 2023)

Exploring the Potential of Ensembles of Deep Learning Networks for Image Segmentation. - Loris Nanni; Alessandra Lumini; Carlo Fantozzi (Inf., 2023)

A Standardized Approach for Skin Detection: Analysis of the Literature and Case Studies. - Loris Nanni; Andrea Loreggia; Alessandra Lumini; Alberto Dorizza (J. Imaging, 2023)

Ensembles of Convolutional Neural Networks and Transformers for Polyp Segmentation. - Loris Nanni; Carlo Fantozzi; Andrea Loreggia; Alessandra Lumini (Sensors, 2023)

Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images. - Pedro Lucas Miguel; Alessandra Lumini; Giuliano Cardozo Medalha; Guilherme Freire Roberto; Guilherme Botazzo Rozendo; Adriano Mauro Cansian; Thaína A. A. Tosta; Marcelo Zanchetta do Nascimento; Leandro Alves Neves (ICEIS (1), 2024)

X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence. - Guilherme Botazzo Rozendo; Alessandra Lumini; Guilherme Freire Roberto; Thaína Aparecida Azevedo Tosta; Marcelo Zanchetta do Nascimento; Leandro Alves Neves (ICEIS (1), 2024)

An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images. - Guilherme Freire Roberto; Leandro Alves Neves; Alessandra Lumini; Alessandro Santana Martins; Marcelo Zanchetta do Nascimento (Pattern Anal. Appl., 2024)

Comparison of CNN and Transformer Architectures for Robust Cattle Segmentation in Complex Farm Environments. - Alessandra Lumini; Guilherme Botazzo Rozendo; Maichol Dadi; Annalisa Franco (ICPRAM, 2025)

RootEx: An automated method for barley root system extraction and evaluation. - Maichol Dadi; Alessandra Lumini; Annalisa Franco (Comput. Electron. Agric., 2025)

Convolutional neural networks and vision transformers for Plankton Classification. - Loris Nanni; Alessandra Lumini; Leonardo Barcellona; Stefano Ghidoni (Ecol. Informatics, 2025)

Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images. - Guilherme Freire Roberto; Danilo Cesar Pereira; Alessandro Santana Martins; Thaína A. A. Tosta; Carlos Soares; Alessandra Lumini; Guilherme Botazzo Rozendo; Leandro Alves Neves; Marcelo Zanchetta do Nascimento (Pattern Recognit. Lett., 2025)