Modesto Castrillón Santana

Orcid: 0000-0002-8673-2725

Affiliations:
  • University of Las Palmas de Gran Canaria, Canary Islands, Spain


According to our database1, Modesto Castrillón Santana authored at least 117 papers between 1999 and 2024.

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

Timeline

Legend:

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Bibliography

2024
An Evaluation of General-Purpose Optical Character Recognizers and Digit Detectors for Race Bib Number Recognition.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023
Refactoring and performance analysis of the main CNN architectures: using false negative rate minimization to solve the clinical images melanoma detection problem.
BMC Bioinform., December, 2023

Facial expression analysis in a wild sporting environment.
Multim. Tools Appl., March, 2023

Zero-shot ear cross-dataset transfer for person recognition on mobile devices.
Pattern Recognit. Lett., February, 2023

An X3D Neural Network Analysis for Runner's Performance Assessment in a Wild Sporting Environment.
Proceedings of the 18th International Conference on Machine Vision and Applications, 2023

LOTS: Litter On The Sand dataset for litter segmentation.
Proceedings of the 18th International Conference on Machine Vision and Applications, 2023

Improving Person Re-identification Through Low-Light Image Enhancement.
Proceedings of the Pattern Recognition Applications and Methods, 2023

Evaluating the Impact of Low-Light Image Enhancement Methods on Runner Re-Identification in the Wild.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

A Large-scale Analysis of Athletes' Cumulative Race Time in Running Events.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Towards Facial Expression Robustness in Multi-scale Wild Environments.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

A Large-Scale Re-identification Analysis in Sporting Scenarios: the Betrayal of Reaching a Critical Point.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Litter segmentation with LOTS dataset.
Proceedings of the 2023 ACM Conference on Information Technology for Social Good, 2023

Novelty Detection in Human-Machine Interaction Through a Multimodal Approach.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

Evaluation of a Visual Question Answering Architecture for Pedestrian Attribute Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 2023

2022
Editorial for the special issue on implicit biometric authentication and monitoring through Internet of Biometric Things (I-BIO).
Pattern Recognit. Lett., 2022

Inflated 3D ConvNet context analysis for violence detection.
Mach. Vis. Appl., 2022

Exploiting Temporal Coherence to Improve Person Re-identification.
Proceedings of the Pattern Recognition Applications and Methods, 2022

Boosting Re-identification in the Ultra-running Scenario.
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

Towards cumulative race time regression in sports: I3D ConvNet transfer learning in ultra-distance running events.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Decontextualized I3D ConvNet for Ultra-Distance Runners Performance Analysis at a Glance.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021
Improving user verification in human-robot interaction from audio or image inputs through sample quality assessment.
Pattern Recognit. Lett., 2021

2020
Personal Guides: Heterogeneous Robots Sharing Personal Tours in Multi-Floor Environments.
Sensors, 2020

TGC20ReId: A dataset for sport event re-identification in the wild.
Pattern Recognit. Lett., 2020

An attention recurrent model for human cooperation detection.
Comput. Vis. Image Underst., 2020

SMACC: A System for Microplastics Automatic Counting and Classification.
IEEE Access, 2020

TGCRBNW: A Dataset for Runner Bib Number Detection (and Recognition) in the Wild.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
ILRA: Novelty Detection in Face-Based Intervener Re-Identification.
Symmetry, 2019

Deep learning for source camera identification on mobile devices.
Pattern Recognit. Lett., 2019

Gotcha-I: A Multiview Human Videos Dataset.
Proceedings of the Security in Computing and Communications - 7th International Symposium, 2019

Video Categorisation Mimicking Text Mining.
Proceedings of the Advances in Computational Intelligence, 2019

Deep Multi-biometric Fusion for Audio-Visual User Re-Identification and Verification.
Proceedings of the Pattern Recognition Applications and Methods, 2019

AveRobot: An Audio-visual Dataset for People Re-identification and Verification in Human-Robot Interaction.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Gait Analysis for Gender Classification in Forensics.
Proceedings of the Dependability in Sensor, Cloud, and Big Data Systems and Applications, 2019

2018
Evaluation of local descriptors and CNNs for non-adult detection in visual content.
Pattern Recognit. Lett., 2018

Automatic Counting and Classification of Microplastic Particles.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

2017
Periocular and iris local descriptors for identity verification in mobile applications.
Pattern Recognit. Lett., 2017

Multi-scale score level fusion of local descriptors for gender classification in the wild.
Multim. Tools Appl., 2017

A multimedia system to produce and deliver video fragments on demand on parliamentary websites.
Multim. Tools Appl., 2017

Descriptors and regions of interest fusion for in- and cross-database gender classification in the wild.
Image Vis. Comput., 2017

MEG: Texture operators for multi-expert gender classification.
Comput. Vis. Image Underst., 2017

Who is Really Talking? A Visual-Based Speaker Diarization Strategy.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017

2016
On using periocular biometric for gender classification in the wild.
Pattern Recognit. Lett., 2016

Comparative study of histogram distance measures for re-identification.
CoRR, 2016

Optimized clothes segmentation to boost gender classification in unconstrained scenarios.
CoRR, 2016

Mobile Iris CHallenge Evaluation II: Results from the ICPR competition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Local descriptors fusion for mobile iris verification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Shot Classification and Keyframe Detection for Vision Based Speakers Diarization in Parliamentary Debates.
Proceedings of the Advances in Artificial Intelligence, 2016

2015
An Evolutive Approach for Smile Recognition in Video Sequences.
Int. J. Pattern Recognit. Artif. Intell., 2015

Descripors and regions of interest fusion for gender classification in the wild.
CoRR, 2015

Stripe based clothes segmentation.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

MEG: Multi-Expert Gender Classification from Face Images in a Demographics-Balanced Dataset.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Fusion of Holistic and Part Based Features for Gender Classification in the Wild.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

The FG 2015 Kinship Verification in the Wild Evaluation.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Exploring the Use of Local Descriptors for Fish Recognition in LifeCLEF 2015.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
Evaluation of LBP and HOG Descriptors for Clothing Attribute Description.
Proceedings of the Video Analytics for Audience Measurement - First International Workshop, 2014

People Semantic Description and Re-identification from Point Cloud Geometry.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Automatic clothes segmentation for soft biometrics.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Kinship verification in the wild: The first kinship verification competition.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

2013
On the Use of a Low-Cost Thermal Sensor to Improve Kinect People Detection in a Mobile Robot.
Sensors, 2013

On the Use of Simple Geometric Descriptors Provided by RGB-D Sensors for Re-Identification.
Sensors, 2013

Improving Gender Classification Accuracy in the Wild.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012
An Study on Re-identification in RGB-D Imagery.
Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012

Combining Face and Facial Feature Detectors for Face Detection Performance Improvement.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

Gender Classification in Large Databases.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2011
A comparison of face and facial feature detectors based on the Viola-Jones general object detection framework.
Mach. Vis. Appl., 2011

Forecasting and visualization of wildfires in a 3D geographical information system.
Comput. Geosci., 2011

Short-Term Wind Power Forecast Based on Cluster Analysis and Artificial Neural Networks.
Proceedings of the Advances in Computational Intelligence, 2011

People counting with re-identification using depth cameras.
Proceedings of the 4th International Conference on Imaging for Crime Detection and Prevention, 2011



Experiments in Short-term Wind Power Prediction using Variable Selection.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011

Viola-Jones Based Detectors: How Much Affects the Training Set?
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Multi-sensor People Counting.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Fast Classification in Incrementally Growing Spaces.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

An Study on Ear Detection and Its Applications to Face Detection.
Proceedings of the Advances in Artificial Intelligence, 2011

2010
Computer vision based eyewear selector.
J. Zhejiang Univ. Sci. C, 2010

Learning to recognize gender using experience.
Proceedings of the International Conference on Image Processing, 2010

2009
Smile Detection using Local Binary Patterns and Support Vector Machines.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Wildfire forecasting using an open source 3D multilayer geographical framework.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2009

A Study for the Self Similarity Smile Detection.
Proceedings of the Biometric ID Management and Multimodal Communication, 2009

2008
Automatic Initialization for Body Tracking - Using Appearance to Learn a Model for Tracking Human Upper Body Motions.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Face and Facial Feature Detection Evaluation - Performance Evaluation of Public Domain Haar Detectors for Face and Facial Feature Detection.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Smile Detection for User Interfaces.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Automatic Initialization for Facial Analysis in Interactive Robotics.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Exploring the Use of Local Binary Patterns as Focus Measure.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

2007
ENCARA2: Real-time detection of multiple faces at different resolutions in video streams.
J. Vis. Commun. Image Represent., 2007

An engineering approach to sociable robots.
J. Exp. Theor. Artif. Intell., 2007

Natural Interaction with a Robotic Head.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

Comparison of focus measures in face detection environments.
Proceedings of the ICINCO 2007, 2007

Useful computer vision techniques for a robotic head.
Proceedings of the ICINCO 2007, 2007

Becoming Visually Familiar.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

CASIMIRO, The Sociable Robot.
Proceedings of the Computer Aided Systems Theory, 2007

Learning to Recognize Faces Incrementally.
Proceedings of the Pattern Recognition, 2007

An Analysis of Automatic Gender Classification.
Proceedings of the Progress in Pattern Recognition, 2007

2006
Learning to Recognize Faces by Successive Meetings.
J. Multim., 2006

Expressive Robotic Face for Interaction.
Proceedings of the Actas del VII Workshop de Agentes Físicos WAF'2006, 2006

Face Recognition from a Tabula Rasa Perspective.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

2005
Towards Real-Time Multiresolution Face/Head Detection.
Inteligencia Artif., 2005

Hand Pose Detection for Vision-based Gesture Interfaces.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

An Analysis of Facial Description in Static Images and Video Streams.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Multiple Face Detection at Different Resolutions for Perceptual User Interfaces.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Fast and Accurate Hand Pose Detection for Human-Robot Interaction.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Cue Combination for Robust Real-Time Multiple Face Detection at Different Resolutions.
Proceedings of the Computer Aided Systems Theory, 2005

Real-time Detection of Faces in Video Streams.
Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005

Face Exemplars Selection from Video Streams for Online Learning.
Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005

Combining Human Perception and Geometric Restrictions for Automatic Pedestrian Detection.
Proceedings of the Current Topics in Artificial Intelligence, 2005

Face Description for Perceptual User Interfaces.
Proceedings of the Current Topics in Artificial Intelligence, 2005

2004
Introduction of Homeostatic Regulation in Face Detection.
Proceedings of the Pattern Recognition in Information Systems, 2004

Who Are You?
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Useful Computer Vision Techniques for Human-Robot Interaction.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003
Face recognition using independent component analysis and support vector machines.
Pattern Recognit. Lett., 2003

ENCARA: real-time detection of frontal faces.
Proceedings of the 2003 International Conference on Image Processing, 2003

The ENCARA System for Face Detection and Normalization.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Multimodal Attention System for an Interactive Robot.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

2002
Detection of Frontal Faces in Video Streams.
Proceedings of the Biometric Authentication, 2002

An Incremental Learning Algorithm for Face Recognition.
Proceedings of the Biometric Authentication, 2002

1999
DESEO: An Active Vision System for Detection, Tracking and Recognition.
Proceedings of the Computer Vision Systems, First International Conference, 1999


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