Paolo Napoletano

According to our database1, Paolo Napoletano authored at least 132 papers between 2005 and 2024.

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

Timeline

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Bibliography

2024
Semi-supervised cross-lingual speech emotion recognition.
Expert Syst. Appl., March, 2024

2023
A deep scalable neural architecture for soil properties estimation from spectral information.
Comput. Geosci., November, 2023

Estimation of Soil Characteristics from Multispectral Sentinel-3 Imagery and DEM Derivatives Using Machine Learning.
Sensors, September, 2023

Quasi Real-Time Apple Defect Segmentation Using Deep Learning.
Sensors, September, 2023

Deep learning and model personalization in sensor-based human activity recognition.
J. Reliab. Intell. Environ., March, 2023

Unified Framework for Identity and Imagined Action Recognition From EEG Patterns.
IEEE Trans. Hum. Mach. Syst., 2023

An Open-Source Platform for GIS Data Management and Analytics.
Sensors, 2023

Deep Representation Learning for Open Vocabulary Electroencephalography-to-Text Decoding.
CoRR, 2023

Improving Image Captioning Descriptiveness by Ranking and LLM-based Fusion.
CoRR, 2023

Multimodal Fusion Methods with Vision Transformers for Remote Sensing Semantic Segmentation.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

Emotion Personalization with Machine Learning using EEG Signals and Dry Electrodes.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

A General Purpose Method for Image Collection Summarization and Exploration.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

On the Use of Personalized Models for Blood Glucose Concentration Prediction.
Proceedings of the 13th IEEE International Conference on Consumer Electronics - Berlin, 2023

A Platform for Multi-Modal Driver Behaviour Data Collection.
Proceedings of the 13th IEEE International Conference on Consumer Electronics - Berlin, 2023

Food Recognition with Visual Transformers.
Proceedings of the 13th IEEE International Conference on Consumer Electronics - Berlin, 2023

2022
Composition and Style Attributes Guided Image Aesthetic Assessment.
IEEE Trans. Image Process., 2022

U-WeAr: User Recognition on Wearable Devices through Arm Gesture.
IEEE Trans. Hum. Mach. Syst., 2022

A unified platform for GIS data management and analytics.
CoRR, 2022

Unsupervised Segmentation of Hyperspectral Remote Sensing Images with Superpixels.
CoRR, 2022

Homogenization of Existing Inertial-Based Datasets to Support Human Activity Recognition.
CoRR, 2022

A health telemonitoring platform based on data integration from different sources.
Proceedings of the 12th IEEE International Conference on Consumer Electronics, 2022

Image Captioning using Pretrained Language Models and Image Segmentation.
Proceedings of the 12th IEEE International Conference on Consumer Electronics, 2022

Unsupervised Deep Learning-based clustering for Human Activity Recognition.
Proceedings of the 12th IEEE International Conference on Consumer Electronics, 2022

2021
No Reference, Opinion Unaware Image Quality Assessment by Anomaly Detection.
Sensors, 2021

T1K+: A Database for Benchmarking Color Texture Classification and Retrieval Methods.
Sensors, 2021

A Smart Mirror for Emotion Monitoring in Home Environments.
Sensors, 2021

A LoRa-Based Mesh Network for Peer-to-Peer Long-Range Communication.
Sensors, 2021

Disentangling Image distortions in deep feature space.
Pattern Recognit. Lett., 2021

Trends in human activity recognition using smartphones.
J. Reliab. Intell. Environ., 2021

Semi-supervised anomaly detection for visual quality inspection.
Expert Syst. Appl., 2021

A grid anchor based cropping approach exploiting image aesthetics, geometric composition, and semantics.
Expert Syst. Appl., 2021

Analyzing and Recognizing Food in Constrained and Unconstrained Environments.
Proceedings of the AI & Food'21: Proceedings of the 3rd Workshop on AIxFood, 2021

Static, Dynamic and Acceleration Features for CNN-Based Speech Emotion Recognition.
Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

ArabCeleb: Speaker Recognition in Arabic.
Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

2020
Positive technology for elderly well-being: A review.
Pattern Recognit. Lett., 2020

Personalization in Human Activity Recognition.
CoRR, 2020

Disentangling Image Distortions in Deep Feature Space.
CoRR, 2020

A Novel Approach to Data Augmentation for Pavement Distress Segmentation.
Comput. Ind., 2020

On the Personalization of Classification Models for Human Activity Recognition.
IEEE Access, 2020

State Recognition of Food Images Using Deep Features.
IEEE Access, 2020

Multi-task Learning for Supervised and Unsupervised Classification of Grocery Images.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Iconic-Based Retrieval of Grocery Images via Siamese Neural Network.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Personalized Models in Human Activity Recognition using Deep Learning.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Personalized Deep Learning in Human Activity Recognition from Inertial Signals: a Preliminary Study on its Effectiveness (short paper).
Proceedings of the Italian Workshop on Artificial Intelligence for an Ageing Society 2020 co-located with 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2020), 2020

2019
Multitask painting categorization by deep multibranch neural network.
Expert Syst. Appl., 2019

A Platform to Collect, Unify, and Distribute Inertial Labeled Signals for Human Activity Recognition.
CoRR, 2019

CNN-Based Refactoring of Hand-Designed Filters for Texture Analysis: A Classic Revisited.
IEEE Access, 2019

Biometric Recognition Using Multimodal Physiological Signals.
IEEE Access, 2019

On the Homogenization of Heterogeneous Inertial-Based Databases for Human Activity Recognition.
Proceedings of the 2019 IEEE World Congress on Services, 2019

Multimodal Car Driver Stress Recognition.
Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2019

A blockchain technology for protection and probative value preservation of vehicle driver data.
Proceedings of the IEEE 23rd International Symposium on Consumer Technologies, 2019

Hand-crafted Features vs Residual Networks for Human Activities Recognition using Accelerometer.
Proceedings of the IEEE 23rd International Symposium on Consumer Technologies, 2019

A Framework for Long-Term Data Collection to Support Automatic Human Activity Recognition.
Proceedings of the Intelligent Environments 2019, 2019

Analyzing color harmony of food images.
Proceedings of the 27th Color and Imaging Conference, 2019

Image Memorability Using Diverse Visual Features and Soft Attention.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Autocropping: A Closer Look at Benchmark Datasets.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Evaluation of Automatic Image Color Theme Extraction Methods.
Proceedings of the Computational Color Imaging - 7th International Workshop, 2019

Human Activities Recognition Using Accelerometer and Gyroscope.
Proceedings of the Ambient Intelligence - 15th European Conference, 2019

2018
On the use of deep learning for blind image quality assessment.
Signal Image Video Process., 2018

Anomaly Detection in Nanofibrous Materials by CNN-Based Self-Similarity.
Sensors, 2018

Improved opponent color local binary patterns: an effective local image descriptor for color texture classification.
J. Electronic Imaging, 2018

CNN-based features for retrieval and classification of food images.
Comput. Vis. Image Underst., 2018

Benchmark Analysis of Representative Deep Neural Network Architectures.
IEEE Access, 2018

Automated Pruning for Deep Neural Network Compression.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Recognition of driver distractions using deep learning.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

Combining heart and breathing rate for car driver stress recognition.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

IVLFood-WS: Recognizing food in the wild using Deep Learning.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

Activity monitoring from RGB input for indoor action recognition systems.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

Discriminative Deep Audio Feature Embedding for Speaker Recognition in the Wild.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

Visual-based sentiment logging in magic smart mirrors.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

2017
Food Recognition: A New Dataset, Experiments, and Results.
IEEE J. Biomed. Health Informatics, 2017

Improving CNN-Based Texture Classification by Color Balancing.
J. Imaging, 2017

Falls as anomalies? An experimental evaluation using smartphone accelerometer data.
J. Ambient Intell. Humaniz. Comput., 2017

Visual recognition of aircraft mechanical parts for smart maintenance.
Comput. Ind., 2017

Learning CNN-based Features for Retrieval of Food Images.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

On the Importance of Domain Adaptation in Texture Classification.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Hand-Crafted vs Learned Descriptors for Color Texture Classification.
Proceedings of the Computational Color Imaging - 6th International Workshop, 2017

Improved Opponent Colour Local Binary Patterns for Colour Texture Classification.
Proceedings of the Computational Color Imaging - 6th International Workshop, 2017

2016
Special Section Guest Editorial: Color in Texture and Material Recognition.
J. Electronic Imaging, 2016

Combining multiple features for color texture classification.
J. Electronic Imaging, 2016

Visual descriptors for content-based retrieval of remote sensing images.
CoRR, 2016

UniMiB SHAR: a new dataset for human activity recognition using acceleration data from smartphones.
CoRR, 2016

Predicting Image Aesthetics with Deep Learning.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
Attentive Monitoring of Multiple Video Streams Driven by a Bayesian Foraging Strategy.
IEEE Trans. Image Process., 2015

Remote Sensing Image Classification Exploiting Multiple Kernel Learning.
IEEE Geosci. Remote. Sens. Lett., 2015

Improving relevance feedback-based query expansion by the use of a weighted word pairs approach.
J. Assoc. Inf. Sci. Technol., 2015

Weighted Word Pairs for query expansion.
Inf. Process. Manag., 2015

An interactive tool for manual, semi-automatic and automatic video annotation.
Comput. Vis. Image Underst., 2015

Evaluating color texture descriptors under large variations of controlled lighting conditions.
CoRR, 2015

IAT - Image Annotation Tool: Manual.
CoRR, 2015

Local Angular Patterns for Color Texture Classification.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Food Recognition and Leftover Estimation for Daily Diet Monitoring.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

2014
Text classification using a few labeled examples.
Comput. Hum. Behav., 2014

Query Expansion through Weighted Word Pairs.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

An attentive multi-camera system.
Proceedings of the Image Processing: Machine Vision Applications VII, 2014

On the use of MKL for cooking action recognition.
Proceedings of the Image Processing: Machine Vision Applications VII, 2014

2013
A Query Expansion Method based on a Weighted Word Pairs Approach.
Proceedings of the 4th Italian Information Retrieval Workshop, 2013

Cooking Action Recognition with iVAT: An Interactive Video Annotation Tool.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

On the Robustness of Color Texture Descriptors across Illuminants.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Intensity and color descriptors for texture classification.
Proceedings of the Image Processing: Machine Vision Applications VI, 2013

A semi-automatic annotation tool for cooking video.
Proceedings of the Image Processing: Machine Vision Applications VI, 2013

Illuminant Invariant Descriptors for Color Texture Classification.
Proceedings of the Computational Color Imaging - 4th International Workshop, 2013

2012
Mixed Graph of Terms: Beyond the Bags of Words Representation of a Text.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

Ontological Filtering for Sentiment Analysis.
Proceedings of the 18th International Conference on Distributed Multimedia Systems, 2012

Text Classification Using a Graph of Terms.
Proceedings of the Sixth International Conference on Complex, 2012

2011
A new text classification technique using small training sets.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Mixed graph of terms for query expansion.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Learning to Classify Text Using a Few Labeled Examples.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2011

Improving Text Retrieval Accuracy by Using a Minimal Relevance Feedback.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2011

A Novel Supervised Text Classifier from a Small Training Set.
Proceedings of the KDIR 2011, 2011

A Novel Query Expansion Technique based on a Mixed Graph of Terms.
Proceedings of the KDIR 2011, 2011

Improving Text Retrieval Accuracy Using a Graph of Terms.
Proceedings of the 17th International Conference on Distributed Multimedia Systems, 2011

2010
An Adaptive Optimisation Method for Automatic Lightweight Ontology Extraction.
Proceedings of the Enterprise Information Systems - 12th International Conference, 2010

A New Technique for Identification of Relevant Web Pages in Informational Queries Results.
Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 3, ISAS, Funchal, Madeira, Portugal, June 8, 2010

2009
Product Configurator: An Ontological Approach.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

A Probabilistic Method for Text Analysis.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Semantic Indexing of Web Pages Via Probabilistic Methods - In Search of Semantics Project.
Proceedings of the ICEIS 2009, 2009

2008
Bayesian Integration of Face and Low-Level Cues for Foveated Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2008

What the Draughtsman's Hand Tells the Draughtsman's Eye: a Sensorimotor Account of Drawing.
Int. J. Pattern Recognit. Artif. Intell., 2008

Embedding Diffusion in Variational Bayes: a Technique for Segmenting Images.
Int. J. Pattern Recognit. Artif. Intell., 2008

Sensorimotor coupling via dynamic bayesian networks.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

A Note on Methodology for Designing Ontology Management Systems.
Proceedings of the Symbiotic Relationships between Semantic Web and Knowledge Engineering, 2008

2007
<i>DrawBot</i>: a bio-inspired robotic portraitist.
Digit. Creativity, 2007

A multiresolution diffused expectation-maximization algorithm for medical image segmentation.
Comput. Biol. Medicine, 2007

Motion Estimation via Belief Propagation.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

The Bayesian Draughtsman: A Model for Visuomotor Coordination in Drawing.
Proceedings of the Advances in Brain, 2007

A Variational Bayes Approach to Image Segmentation.
Proceedings of the Advances in Brain, 2007

2006
Bayesian Propagation for Perceiving Moving Objects.
Int. J. Pattern Recognit. Artif. Intell., 2006

Inference of moving forms via Belief Propagation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
Image segmentation via multiresolution diffused expectation-maximisation.
Proceedings of the 2005 International Conference on Image Processing, 2005

An Architectural Model for Combining Spatial-Based and Object-Based Information for Attentive Video Analysis.
Proceedings of the Seventh International Workshop on Computer Architectures for Machine Perception (CAMP 2005), 2005

A Bayesian Approach to Situated Vision.
Proceedings of the Brain, 2005


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