Cecilia Di Ruberto

Orcid: 0000-0003-4641-0307

According to our database1, Cecilia Di Ruberto authored at least 68 papers between 1995 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Gastric Cancer Image Classification: A Comparative Analysis and Feature Fusion Strategies.
J. Imaging, August, 2024

An Anomaly Detection Approach to Determine Optimal Cutting Time in Cheese Formation.
Inf., June, 2024

Understanding cheese ripeness: An artificial intelligence-based approach for hierarchical classification.
Knowl. Based Syst., 2024

A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites.
Biomed. Signal Process. Control., 2024


SAMMI: Segment Anything Model for Malaria Identification.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Snarci at SemEval-2024 Task 4: Themis Model for Binary Classification of Memes.
Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

2023
An effective and friendly tool for seed image analysis.
Vis. Comput., 2023

YOLO-PAM: Parasite-Attention-Based Model for Efficient Malaria Detection.
J. Imaging, 2023

On The Potential of Image Moments for Medical Diagnosis.
J. Imaging, 2023

The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024.
CoRR, 2023


MTANet: Multi-Type Attention Ensemble for Malaria Parasite Detection.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

FIRESTART: Fire Ignition Recognition with Enhanced Smoothing Techniques and Real-Time Tracking.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

Hierarchical Pretrained Backbone Vision Transformer for Image Classification in Histopathology.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022
An Empirical Evaluation of Convolutional Networks for Malaria Diagnosis.
J. Imaging, 2022

1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results.
CoRR, 2022

Deep learning based pipelines for Alzheimer's disease diagnosis: A comparative study and a novel deep-ensemble method.
Comput. Biol. Medicine, 2022

Automatic Monitoring Cheese Ripeness Using Computer Vision and Artificial Intelligence.
IEEE Access, 2022

A Shallow Learning Investigation for COVID-19 Classification.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

A Deep Learning Based Framework for Malaria Diagnosis on High Variation Data Set.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021
On the Efficacy of Handcrafted and Deep Features for Seed Image Classification.
J. Imaging, 2021

A novel deep learning based approach for seed image classification and retrieval.
Comput. Electron. Agric., 2021

Invariant Moments, Textural and Deep Features for Diagnostic MR and CT Image Retrieval.
Proceedings of the Computer Analysis of Images and Patterns, 2021

2020
A new automatic approach to seed image analysis: From acquisition to segmentation.
CoRR, 2020

Detection of red and white blood cells from microscopic blood images using a region proposal approach.
Comput. Biol. Medicine, 2020

2019
An Open Source Plugin for Image Analysis in Biology.
Proceedings of the 28th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2019

A Region Proposal Approach for Cells Detection and Counting from Microscopic Blood Images.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018
Recent Advances of Malaria Parasites Detection Systems Based on Mathematical Morphology.
Sensors, 2018

Fast and accurate computation of orthogonal moments for texture analysis.
Pattern Recognit., 2018

White Blood Cells Counting Via Vector Field Convolution Nuclei Segmentation.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

MP-IDB: The Malaria Parasite Image Database for Image Processing and Analysis.
Proceedings of the Processing and Analysis of Biomedical Information, 2018

2017
Histogram of Radon transform and texton matrix for texture analysis and classification.
IET Image Process., 2017

Histological Image Analysis by Invariant Descriptors.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Rotation Invariant Co-occurrence Matrix Features.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

2016
A leucocytes count system from blood smear images - Segmentation and counting of white blood cells based on learning by sampling.
Mach. Vis. Appl., 2016

A Computer-Aided System for Differential Count from Peripheral Blood Cell Images.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

A Mobile Application for Leaf Detection in Complex Background Using Saliency Maps.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
Comparison of Statistical Features for Medical Colour Image Classification.
Proceedings of the Computer Vision Systems - 10th International Conference, 2015

Learning by Sampling for White Blood Cells Segmentation.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

A Multiple Classifier Learning by Sampling System for White Blood Cells Segmentation.
Proceedings of the Computer Analysis of Images and Patterns, 2015

On Different Colour Spaces for Medical Colour Image Classification.
Proceedings of the Computer Analysis of Images and Patterns, 2015

2014
Leucocyte classification for leukaemia detection using image processing techniques.
Artif. Intell. Medicine, 2014

A Fast Leaf Recognition Algorithm based on SVM Classifier and High Dimensional Feature Vector.
Proceedings of the VISAPP 2014, 2014

Statistical Features for Image Retrieval - A Quantitative Comparison.
Proceedings of the VISAPP 2014, 2014

Accurate Blood Cells Segmentation through Intuitionistic Fuzzy Set Threshold.
Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014

2013
White Blood Cells Identication and Classication from Leukemic Blood Image.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Evaluation of Statistical Features for Medical Image Retrieval.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Investigation of Different Classification Models to Determine the Presence of Leukemia in Peripheral Blood Image.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2010
Dominant Points Detection on Digital Curves: A Comparison Between Optimal and Exact Approaches.
Proceedings of the 2010 International Conference on Artificial Intelligence, 2010

2009
Decomposition of two-dimensional shapes for efficient retrieval.
Image Vis. Comput., 2009

A New Algorithm for Polygonal Approximation Based on Ant Colony Optimization.
Proceedings of the Image Analysis and Processing, 2009

2008
Moment-Based Techniques for Image Retrieval.
Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

2005
A Comparison of 2-D Moment-Based Description Techniques.
Proceedings of the Image Analysis and Processing, 2005

2004
Recognition of shapes by attributed skeletal graphs.
Pattern Recognit., 2004

2003
Attributed skeletal graphs for shape modelling and matching.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

2002
Analysis of infected blood cell images using morphological operators.
Image Vis. Comput., 2002

2001
Morphological Image Processing for Evaluating Malaria Disease.
Proceedings of the Visual Form 2001, 4th International Workshop on Visual Form, 2001

Using granulometries in processing images of malarial blood.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

2000
Automatic Thresholding of Infected Blood Images Using Granulometry and Regional Extrema.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Segmentation of Blood Images Using Morphological Operators.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Image Segmentation by Texture Analysis.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1998
Edge Detection: Local and Global Operators.
Int. J. Pattern Recognit. Artif. Intell., 1998

1997
Different methods to segment biomedical images.
Pattern Recognit. Lett., 1997

Image Segmentation by Means of Fuzzy Entropy Measure.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

1996
Biomedical image processing [human perception modeling].
Proceedings of Third International Conference on Electronics, Circuits, and Systems, 1996

1995
Computer Aided Diagnosis in Radiology.
Proceedings of the Image Analysis Applications and Computer Graphics, 1995

A.I. Based Image Segmentation.
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995


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