Maria Frucci

Orcid: 0000-0003-1432-931X

According to our database1, Maria Frucci authored at least 63 papers between 1994 and 2024.

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Bibliography

2024
Improving Breast Tumor Multi-Classification from High-Resolution Histological Images with the Integration of Feature Space Data Augmentation.
Inf., February, 2024

2023
CNN-based classification of phonocardiograms using fractal techniques.
Biomed. Signal Process. Control., September, 2023

2022
A Deep Learning Approach for Voice Disorder Detection for Smart Connected Living Environments.
ACM Trans. Internet Techn., 2022

Hierarchical graph representations in digital pathology.
Medical Image Anal., 2022

BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images.
Database J. Biol. Databases Curation, 2022

Exploring a Transformer Approach for Pigment Signs Segmentation in Fundus Images.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

2021
Hierarchical Cell-to-Tissue Graph Representations for Breast Cancer Subtyping in Digital Pathology.
CoRR, 2021

Gigapixel Histopathological Image Analysis Using Attention-Based Neural Networks.
IEEE Access, 2021

2020
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

2019
A New Unsupervised Approach for Segmenting and Counting Cells in High-Throughput Microscopy Image Sets.
IEEE J. Biomed. Health Informatics, 2019

A Deep Learning Approach for Breast Invasive Ductal Carcinoma Detection and Lymphoma Multi-Classification in Histological Images.
IEEE Access, 2019

Segmentation of Pigment Signs in Fundus Images for Retinitis Pigmentosa Analysis by Using Deep Learning.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018
Learning-based approach to segment pigment signs in fundus images for Retinitis Pigmentosa analysis.
Neurocomputing, 2018

Using direction and score information for retina based person verification.
Expert Syst. Appl., 2018

BACH: Grand Challenge on Breast Cancer Histology Images.
CoRR, 2018

Automatic segmentation of pigment deposits in retinal fundus images of Retinitis Pigmentosa.
Comput. Medical Imaging Graph., 2018

Multi-classification of Breast Cancer Histology Images by Using a Fine-Tuning Strategy.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

2017
Experiencing touchless interaction with augmented content on wearable head-mounted displays in cultural heritage applications.
Pers. Ubiquitous Comput., 2017

Human skin detection through correlation rules between the YCb and YCr subspaces based on dynamic color clustering.
Comput. Vis. Image Underst., 2017

An Unsupervised Approach for Eye Sclera Segmentation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Retinal Vessels Segmentation Based on a Convolutional Neural Network.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016
An insight on eye biometrics.
Pattern Recognit. Lett., 2016

Severe: Segmenting vessels in retina images.
Pattern Recognit. Lett., 2016

WIRE: Watershed based iris recognition.
Pattern Recognit., 2016

Partial Matching of Finger Vein Patterns Based on Point Sets Alignment and Directional Information.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

Direction-Based Segmentation of Retinal Blood Vessels.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

2015
BIRD: Watershed Based IRis Detection for mobile devices.
Pattern Recognit. Lett., 2015

Effective Retinal Blood Vessel Detection Using Only Directional Information.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

Usability Evaluation of a Wearable Augmented Reality System for the Enjoyment of the Cultural Heritage.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

Robust fingertip detection in egocentric vision under varying illumination conditions.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

2014
Using Contrast and Directional Information for Retinal Vessels Segmentation.
Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014

IDEM: Iris DEtection on Mobile Devices.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Iris Detection through Watershed Segmentation.
Proceedings of the Biometric Authentication - First International Workshop, 2014

2013
Watershed Based Iris SEgmentation.
Proceedings of the Pattern Recognition - 5th Mexican Conference, 2013

On the Strategy to Follow for Skeleton Pruning - Sequential, Parallel and Hybrid Approaches.
Proceedings of the ICPRAM 2013, 2013

Using the Watershed Transform for Iris Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012
An Automatic Image Scaling Up Algorithm.
Proceedings of the Pattern Recognition - 4th Mexican Conference, 2012

Virtual training of surgery staff for hand washing procedure.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2012

2011
A fully automatic one-scan adaptive zooming algorithm for color images.
Signal Process., 2011

A New Algorithm for Image Segmentation via Watershed Transformation.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

2009
Reconnecting Broken Ridges in Fingerprint Images.
Proceedings of the Image Analysis and Processing, 2009

A New Technique for Image Magnification.
Proceedings of the Image Analysis and Processing, 2009

2008
Case-Based Reasoning for Image Segmentation by Watershed Transformation.
Proceedings of the Case-Based Reasoning on Images and Signals, 2008

Editorial.
Int. J. Pattern Recognit. Artif. Intell., 2008

Case-Based-Reasoning for Image Segmentation.
Int. J. Pattern Recognit. Artif. Intell., 2008

Image Segmentation Via Iterative Histogram Thresholding and Morphological Features Analysis.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

2007
Using resolution pyramids for watershed image segmentation.
Image Vis. Comput., 2007

Object Detection in Watershed Partitioned Gray-Level Images.
Proceedings of the Advances in Mass Data Analysis of Signals and Images in Medicine, 2007

Watershed Segmentation Via Case-Based Reasoning.
Proceedings of the Advances in Brain, 2007

2006
On the Hierarchical Assignment to the Foreground of Gray-level Image Subsets.
Int. J. Pattern Recognit. Artif. Intell., 2006

Oversegmentation reduction by flooding regions and digging watershed lines.
Int. J. Pattern Recognit. Artif. Intell., 2006

Object Detection in Watershed Partitioned Grey-level Images.
Proceedings of the 6th Industrial Conference on Data Mining, Workshop Proceedings, 2006

2005
Oversegmentation Reduction Via Multiresolution Image Representation.
Proceedings of the Progress in Pattern Recognition, 2005

Detecting and Ranking Foreground Regions in Gray-Level Images.
Proceedings of the Brain, 2005

2004
A Novel Merging Method in Watershed Segmentation.
Proceedings of the ICVGIP 2004, 2004

2001
Spatial Relations among Pattern Subsets as a Guide for Skeleton Pruning.
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

2000
Image Processing Tools for Fresco Restoration.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
A Robust Shape Decomposition Method.
Proceedings of the Graphics Recognition, Recent Advances, Third International Workshop, 1999

1997
Contour Pixel Classification for Character Skeletonization.
Proceedings of the Advances in Document Image Analysis, First Brazilian Symposium, 1997

1996
Extracting Shape Primitives from Skeleton.
Proceedings of IAPR Workshop on Machine Vision Applications, 1996

Shape decomposition by (d<sub>1</sub>, d<sub>2</sub>)-weighted skeleton and directional information.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995
Line Representation of Elongated Shapes.
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995

1994
Parallel Skeletonization by Directional Information.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994


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