Oscar Déniz-Suárez

Orcid: 0000-0002-0841-4131

According to our database1, Oscar Déniz-Suárez authored at least 94 papers between 2002 and 2023.

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

Timeline

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Bibliography

2023
Comparison of deep learning models for digital H&E staining from unpaired label-free multispectral microscopy images.
Comput. Methods Programs Biomed., June, 2023

Improving handgun detection through a combination of visual features and body pose-based data.
Pattern Recognit., April, 2023

A review of image fusion: Methods, applications and performance metrics.
Digit. Signal Process., 2023

2022
Really natural adversarial examples.
Int. J. Mach. Learn. Cybern., 2022

Diffeomorphic transforms for data augmentation of highly variable shape and texture objects.
Comput. Methods Programs Biomed., 2022

Hyperdeep: Comparison of Ai-Based Methods for Predicting Chemical Components in Hyperspectral Images.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Parasitic Egg Detection and Classification with Transformer-Based Architectures.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Adults' Pain Recognition via Facial Expressions Using CNN-Based AU Detection.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

2021
On the Relationship between Generalization and Robustness to Adversarial Examples.
Symmetry, 2021

Using human pose information for handgun detection.
Neural Comput. Appl., 2021

Deep autoencoder for false positive reduction in handgun detection.
Neural Comput. Appl., 2021

Handgun Detection Using Combined Human Pose and Weapon Appearance.
IEEE Access, 2021

Vision and Crowdsensing Technology for an Optimal Response in Security: Project results.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021

2020
Automatic Museum Audio Guide.
Sensors, 2020

Robustness to adversarial examples can be improved with overfitting.
Int. J. Mach. Learn. Cybern., 2020

Approaching Adversarial Example Classification with Chaos Theory.
Entropy, 2020

Semantic versus instance segmentation in microscopic algae detection.
Eng. Appl. Artif. Intell., 2020

Glomerulosclerosis identification in whole slide images using semantic segmentation.
Comput. Methods Programs Biomed., 2020

2019
Optimum web viewer application for DICOM whole slide image visualization in anatomical pathology.
Comput. Methods Programs Biomed., 2019

Adversarial Examples are a Manifestation of the Fitting-Generalization Trade-off.
Proceedings of the Advances in Computational Intelligence, 2019

Vision and Crowdsensing Technology for an Optimal Response in Physical-Security.
Proceedings of the Computational Science - ICCS 2019, 2019

Weapon Detection for Particular Scenarios Using Deep Learning.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Deep Learning Versus Classic Methods for Multi-taxon Diatom Segmentation.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Gun and Knife Detection Based on Faster R-CNN for Video Surveillance.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018
Fight Recognition in Video Using Hough Forests and 2D Convolutional Neural Network.
IEEE Trans. Image Process., 2018

Smart Doll: Emotion Recognition Using Embedded Deep Learning.
Symmetry, 2018

Spatio-temporal elastic cuboid trajectories for efficient fight recognition using Hough forests.
Mach. Vis. Appl., 2018

2017
Eyes of Things.
Sensors, 2017

Automatic quantification of IHC stain in breast TMA using colour analysis.
Comput. Medical Imaging Graph., 2017

Existing Approaches to Smart Parking: An Overview.
Proceedings of the Smart Cities - Second International Conference, Smart-CT 2017, Málaga, 2017


BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited paper.
Proceedings of the Computing Frontiers Conference, 2017

2016
Transition Hough forest for trajectory-based action recognition.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Bagging Tree Classifier and Texture Features for Tumor Identification in Histological Images.
Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016

Sainet: An Image Processing App for Assistance of Visually Impaired People in Social Interaction Scenarios.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016

2015
Frequential versus spatial colour textons for breast TMA classification.
Comput. Medical Imaging Graph., 2015

A Vision for the Future [Soapbox].
IEEE Consumer Electron. Mag., 2015

Pollen segmentation and feature evaluation for automatic classification in bright-field microscopy.
Comput. Electron. Agric., 2015

A CAD System for the Acquisition and Classification of Breast TMA in Pathology.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Multi-stained whole slide image alignment in digital pathology.
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015

The eyes of things project.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

Pulga, a tiny open-source MQTT broker for flexible and secure IoT deployments.
Proceedings of the 2015 IEEE Conference on Communications and Network Security, 2015

2014
Automatic Handling of Tissue Microarray Cores in High-Dimensional Microscopy Images.
IEEE J. Biomed. Health Informatics, 2014

Breast density classification to reduce false positives in CADe systems.
Comput. Methods Programs Biomed., 2014

Fast Violence Detection in Video.
Proceedings of the VISAPP 2014, 2014

A Vision-Based Localization Algorithm for an Indoor Navigation App.
Proceedings of the Eighth International Conference on Next Generation Mobile Apps, 2014

2013
TimeViewer, a Tool for Visualizing the Problems of the Background Subtraction.
Proceedings of the Image and Video Technology - 6th Pacific-Rim Symposium, 2013

VISILAB at MediaEval 2013: Fight Detection.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

False Positive Reduction in Detector Implantation.
Proceedings of the Artificial Intelligence in Medicine, 2013

2012
A parallel solution for high resolution histological image analysis.
Comput. Methods Programs Biomed., 2012

2011
Face recognition using Histograms of Oriented Gradients.
Pattern Recognit. Lett., 2011

Fast and accurate global motion compensation.
Pattern Recognit., 2011

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

Automatic breast parenchymal density classification integrated into a CADe system.
Int. J. Comput. Assist. Radiol. Surg., 2011

A geodesic deformable model for automatic segmentation of image sequences applied to radiation therapy.
Int. J. Comput. Assist. Radiol. Surg., 2011

Automatic Handling of Tissue Microarray Cores in High-Dimensional Microscopy Images.
Proceedings of the Advances in Computational Intelligence, 2011

A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories.
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

Violence Detection in Video Using Computer Vision Techniques.
Proceedings of the Computer Analysis of Images and Patterns, 2011

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

Three-dimensional organ modeling based on deformable surfaces applied to radio-oncology.
J. Zhejiang Univ. Sci. C, 2010

Face Recognition with Histograms of Oriented Gradients.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Automatic Breast Tissue Classification Based on BIRADS Categories.
Proceedings of the Digital Mammography, 2010

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

2009
Component Analysis in Artificial Vision.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 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

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

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

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
Component runtime self-adaptation in robotics.
Proceedings of the ICINCO 2005, 2005

Multiple Face Detection at Different Resolutions for Perceptual User Interfaces.
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

2004
A Simple Habituation Mechanism for Perceptual User Interfaces.
Inteligencia Artif., 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

Building a Sound Localization System for a Robot Head.
Inteligencia Artif., 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
An Incremental Learning Algorithm for Face Recognition.
Proceedings of the Biometric Authentication, 2002


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