Pierluigi Carcagnì

Orcid: 0000-0003-3447-2922

According to our database1, Pierluigi Carcagnì authored at least 42 papers between 2014 and 2024.

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

Timeline

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Bibliography

2024
Machine Learning for Smart Irrigation in Agriculture: How Far along Are We?
Inf., June, 2024

2023
Convolution Neural Networks and Self-Attention Learners for Alzheimer Dementia Diagnosis from Brain MRI.
Sensors, February, 2023

An Investigation about Modern Deep Learning Strategies for Colon Carcinoma Grading.
Sensors, 2023

Computer Vision Tasks for Ambient Intelligence in Children's Health.
Inf., 2023

Medical Transformers for Boosting Automatic Grading of Colon Carcinoma in Histological Images.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

HMPD: A Novel Dataset for Microplastics Classification with Digital Holography.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022
Video-Based Automatic Baby Motion Analysis for Early Neurological Disorder Diagnosis: State of the Art and Future Directions.
Sensors, 2022

A Lightweight Model for Satellite Pose Estimation.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

An Advanced Tool for Semi-automatic Annotation for Early Screening of Neurodevelopmental Disorders.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

2020
Learning Diatoms Classification from a Dry Test Slide by Holographic Microscopy.
Sensors, 2020

Dense descriptor for visual tracking and robust update model strategy.
J. Ambient Intell. Humaniz. Comput., 2020

Analysis of Facial Information for Healthcare Applications: A Survey on Computer Vision-Based Approaches.
Inf., 2020

An innovative AAL system based on neural networks and IoT-aware technologies to improve the quality of life in elderly people.
Int. J. Intell. Syst. Technol. Appl., 2020

Microplastic Identification via Holographic Imaging and Machine Learning.
Adv. Intell. Syst., 2020

A Systematic Investigation on end-to-end Deep Recognition of Grocery Products in the Wild.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Systematic Investigation on Deep Architectures for Automatic Skin Lesions Classification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Classification of Skin Lesions by Combining Multilevel Learnings in a DenseNet Architecture.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Video Indexing Using Face Appearance and Shot Transition Detection.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Understanding and Modelling Human Attention for Soft Biometrics Purposes.
Proceedings of the 2019 3rd International Conference on Artificial Intelligence and Virtual Reality, 2019

2018
Study of Mechanisms of Social Interaction Stimulation in Autism Spectrum Disorder by Assisted Humanoid Robot.
IEEE Trans. Cogn. Dev. Syst., 2018

Computational Assessment of Facial Expression Production in ASD Children.
Sensors, 2018

A Dense CNN approach for skin lesion classification.
CoRR, 2018


2017
Multi-branch CNN for Multi-scale Age Estimation.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

A Computer Vision Based Approach for Understanding Emotional Involvements in Children with Autism Spectrum Disorders.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017


2016
A low-cost and calibration-free gaze estimator for soft biometrics: An explorative study.
Pattern Recognit. Lett., 2016

Robust Probabilistic Logo Detection in Broadcast Videos for Audience Measurement.
Proceedings of the Video Analytics. Face and Facial Expression Recognition and Audience Measurement, 2016

A Technological Framework to Support Standardized Protocols for the Diagnosis and Assessment of ASD.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Assessment of deep learning for gender classification on traditional datasets.
Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

Intelligent Vision System for ASD Diagnosis and Assessment.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
Soft Biometrics for a Socially Assistive Robotic Platform.
Paladyn J. Behav. Robotics, 2015

A study on different experimental configurations for age, race, and gender estimation problems.
EURASIP J. Image Video Process., 2015

Improved Performance in Facial Expression Recognition Using 32 Geometric Features.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Analysis of HOG Suitability for Facial Traits Description in FER Problems.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Automatic Emotion Recognition in Robot-Children Interaction for ASD Treatment.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

A Minimax Framework for Gender Classification Based on Small-Sized Datasets.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
Features Descriptors for Demographic Estimation: A Comparative Study.
Proceedings of the Video Analytics for Audience Measurement - First International Workshop, 2014

Real-Time Gender Based Behavior System for Human-Robot Interaction.
Proceedings of the Social Robotics - 6th International Conference, 2014

A UAV-Based Visual Tracking Algorithm for Sensible Areas Surveillance.
Proceedings of the Modelling and Simulation for Autonomous Systems, 2014

Visual Interaction Including Biometrics Information for a Socially Assistive Robotic Platform.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

TLD and Struck: A Feature Descriptors Comparative Study.
Proceedings of the Activity Monitoring by Multiple Distributed Sensing, 2014


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