Marco Leo

Orcid: 0000-0001-5636-6130

According to our database1, Marco Leo authored at least 121 papers between 2001 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

A Deep Learning-Based Multimodal Architecture to predict Signs of Dementia.
Neurocomputing, 2023

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

FewFaceNet: A Lightweight Few-Shot Learning-based Incremental Face Authentication for Edge Cameras.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Real-Time Human Fall Detection Using a Lightweight Pose Estimation Technique.
Proceedings of the Computational Intelligence in Communications and Business Analytics, 2023

2022
In-Home Older Adults' Activity Pattern Monitoring Using Depth Sensors: A Review.
Sensors, 2022

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

Editorial: Machine Vision for Assistive Technologies.
Frontiers Comput. Sci., 2022

Vision-based Human Fall Detection Systems using Deep Learning: A Review.
CoRR, 2022

A Seamless and Unified Flow for Robust Development of DC-DC Digital Controllers.
Proceedings of the 18th International Conference on Synthesis, 2022

Improving Colon Carcinoma Grading by Advanced CNN Models.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 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
When I Look into Your Eyes: A Survey on Computer Vision Contributions for Human Gaze Estimation and Tracking.
Sensors, 2020

Learning and recognition for assistive computer vision.
Pattern Recognit. Lett., 2020

A Survey of Computer Vision Methods for 2D Object Detection from Unmanned Aerial Vehicles.
J. Imaging, 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

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

An Ecological Visual Exploration Tool to Support the Analysis of Visual Processing Pathways in Children with Autism Spectrum Disorders.
J. Imaging, 2018

Deep Learning for Assistive Computer Vision.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Computer vision for assistive technologies.
Comput. Vis. Image Underst., 2017

On the Estimation of Children's Poses.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 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

Ball detection in soccer images using isophote's curvature and discriminative features.
Pattern Anal. Appl., 2016

Special Issue on Assistive Computer Vision and Robotics - "Assistive Solutions for Mobility, Communication and HMI".
Comput. Vis. Image Underst., 2016

Special issue on Assistive Computer Vision and Robotics - Part I.
Comput. Vis. Image Underst., 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 Bayesian Packet Sharing Approach for Noisy IoT Scenarios.
Proceedings of the First IEEE International Conference on Internet-of-Things Design and Implementation, 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
Randomized circle detection with isophotes curvature analysis.
Pattern Recognit., 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

Face retrieval in video sequences using Web images database.
Proceedings of the Image Processing: Algorithms and Systems XIII, 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

Soft Biometrics by Modeling Temporal Series of Gaze Cues Extracted in the Wild.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
An Efficient Approach for Preprocessing Data from a Large-Scale Chemical Sensor Array.
Sensors, 2014

An Investigation on the Feasibility of Uncalibrated and Unconstrained Gaze Tracking for Human Assistive Applications by Using Head Pose Estimation.
Sensors, 2014

A Complete Framework for Fully-automatic People Indexing in Generic Videos.
Proceedings of the VISAPP 2014, 2014

Pervasive Retail Strategy Using a Low-Cost Free Gaze Estimation System.
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

Probabilistic person identification in TV news programs using image web database.
Proceedings of the Image Processing: Algorithms and Systems XII, 2014

Highly Usable and Accurate Iris Segmentation.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Video news face retrieval based on Web image datasets.
Proceedings of the Euro Med Telco Conference, 2014

A federated architecture approach for Internet of Things security.
Proceedings of the Euro Med Telco Conference, 2014

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

2013
Accurate ball detection in soccer images using probabilistic analysis of salient regions.
Mach. Vis. Appl., 2013

Unsupervised approach for the accurate localization of the pupils in near-frontal facial images.
J. Electronic Imaging, 2013

Soccer Ball Detection with Isophotes Curvature Analysis.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

A Fully Automatic Approach for the Accurate Localization of the Pupils.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Foreground Segmentation by Combining Color and Depth Images.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Non-invasive Soccer Goal Line Technology: A Real Case Study.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Circularity and self-similarity analysis for the precise location of the pupils.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012
Identification of Defective Areas in Composite Materials by Bivariate EMD Analysis of Ultrasound.
IEEE Trans. Instrum. Meas., 2012

Soccer Ball Detection by Comparing Different Feature Extraction Methodologies.
Adv. Artif. Intell., 2012

2011
HSV and RGB color histograms comparing for objects tracking among non overlapping FOVs, using CBTF.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
A review of vision-based systems for soccer video analysis.
Pattern Recognit., 2010

A Visual Framework for Interaction Detection in Soccer Matches.
Int. J. Pattern Recognit. Artif. Intell., 2010

Real-time smart surveillance using motion analysis.
Expert Syst. J. Knowl. Eng., 2010

A Novel Histogram-Based Feature Representation and Its Application in Sport Players Classification.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

Panoramic Video Generation by Multi View Data Synthesis.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Soccer Player Activity Recognition by a Multivariate Features Integration.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Defective Areas Identification in Aircraft Components by Bivariate EMD Analysis of Ultrasound Signals.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010

Football Players Classification in a Multi-camera Environment.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010

2009
An Investigation Into the Feasibility of Real-Time Soccer Offside Detection From a Multiple Camera System.
IEEE Trans. Circuits Syst. Video Technol., 2009

A visual system for real time detection of goal events during soccer matches.
Comput. Vis. Image Underst., 2009

Advanced Player Activity Recognition by Integrating Body Posture and Motion Information.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Multi-view Player Action Recognition in Soccer Games.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2009

Shadows Removal by Edges Matching.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

A multi camera system for soccer player performance evaluation.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

A Semi-automatic System for Ground Truth Generation of Soccer Video Sequences.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
SIFT Based Ball Recognition in Soccer Images.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

SIFT Approach for Ball Recognition in Soccer Images.
Proceedings of the ICEIS 2008, 2008

Real-time multi-view event detection in soccer games.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Real-time multiview analysis of soccer matches for understanding interactions between ball and players.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Visual Players Detection and Tracking in Soccer Matches.
Proceedings of the Fifth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2008

2007
A visual approach for driver inattention detection.
Pattern Recognit., 2007

A Visual Tracking Algorithm for Real Time People Detection.
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Unsupervised Algorithms for Segmentation and Clustering Applied to Soccer Players Classification.
Proceedings of the SIGMAP 2007, 2007

Analysis of Image Sequences for Defect Detection in Composite Materials.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006
Moving object segmentation by background subtraction and temporal analysis.
Image Vis. Comput., 2006

Static foreground analysis to detect abandoned or removed objects.
Proceedings of the VISAPP 2006: Proceedings of the First International Conference on Computer Vision Theory and Applications, 2006

An energy-based background modelling algorithm for motion detection.
Proceedings of the ICINCO 2006, 2006

An Abandoned/Removed Objects Detection Algorithm and Its Evaluation on PETS Datasets.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2005
Advances in Shadow Removing for Motion Detection Algorithms.
Proceedings of the 2nd International Conference on Vision, Video, and Graphics, 2005

Face Recognition by Kernel Independent Component Analysis.
Proceedings of the Innovations in Applied Artificial Intelligence, 2005

Automatic Monitoring of Forbidden Areas to Prevent Illegal Accesses.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Advances in Background Updating and Shadow Removing for Motion Detection Algorithms.
Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

Facial feature extraction by kernel independent component analysis.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

A system to automatically monitor forbidden areas.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

2004
A new algorithm for ball recognition using circle Hough transform and neural classifier.
Pattern Recognit., 2004

Challenges in Communications Research Beyond the VICOM Project.
Proceedings of the Autonomic Communication, First International IFIP Workshop, 2004

Human Activity Recognition in Archaeological Sites by Hidden Markov Models.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Human activity recognition for automatic visual surveillance of wide areas.
Proceedings of the ACM 2nd International Workshop on Video Surveillance & Sensor Networks, 2004

Complex Human Activity Recognition for Monitoring Wide Outdoor Environments.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

An Algorithm for Real Time Eye Detection in Face Images.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Performance evaluation of an optimized intersegment handover procedure for hybrid constellation satellite systems.
Wirel. Commun. Mob. Comput., 2003

Posture recognition in visual surveillance of archeological sites.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

Posture Estimation in Visual Surveillance of Archaeological Sites.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

A Supervised Approach in Background Modelling for Visual Surveillance.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

Shape Based People Detection for Visual Surveillance Systems.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

2002
Intersegment handover performance in integrated terrestrial satellite systems.
Int. J. Satell. Commun. Netw., 2002

Detection of objects carried by people.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Intersegment handover between terrestrial and satellite segments: analysis and performance evaluation through simulation.
IEEE Trans. Veh. Technol., 2001


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