Noelia Vállez

According to our database, Noelia Vállez authored at least 30 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Comparison of deep learning models for digital H&E staining from unpaired label-free multispectral microscopy images.

Jesús Salido, Noelia Vállez, Lucía González-López, Oscar Déniz, Gloria Bueno

Comput. Methods Programs Biomed., June, 2023

Improving handgun detection through a combination of visual features and body pose-based data.

Jesús Ruiz-Santaquiteria, Alberto Velasco-Mata, Noelia Vállez, Oscar Déniz, Gloria Bueno

Pattern Recognit., April, 2023

2022

Diffeomorphic transforms for data augmentation of highly variable shape and texture objects.

Noelia Vállez, Gloria Bueno, Oscar Déniz, Saúl Blanco

Comput. Methods Programs Biomed., 2022

Hyperdeep: Comparison of Ai-Based Methods for Predicting Chemical Components in Hyperspectral Images.

Alberto Velasco-Mata, Noelia Vállez, Jesús Ruiz-Santaquiteria, Aníbal Pedraza, Oscar Déniz, Gloria Bueno

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Parasitic Egg Detection with a Deep Learning Ensemble.

Jesús Ruiz-Santaquiteria, Aníbal Pedraza, Noelia Vállez, Alberto Velasco-Mata

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Adults' Pain Recognition via Facial Expressions Using CNN-Based AU Detection.

Noelia Vállez, Jesús Ruiz-Santaquiteria, Oscar Déniz, Jeff Hughes, Scott Robertson, Kreshnik Hoti, Gloria Bueno

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

2021

Using human pose information for handgun detection.

Alberto Velasco-Mata, Jesús Ruiz-Santaquiteria, Noelia Vállez, Oscar Déniz

Neural Comput. Appl., 2021

Deep autoencoder for false positive reduction in handgun detection.

Noelia Vállez, Alberto Velasco-Mata, Oscar Déniz

Neural Comput. Appl., 2021

Handgun Detection Using Combined Human Pose and Weapon Appearance.

Jesús Ruiz-Santaquiteria, Alberto Velasco-Mata, Noelia Vállez, Gloria Bueno, Juan Antonio Álvarez-García, Oscar Déniz

IEEE Access, 2021

2020

Bonseyes AI Pipeline - Bringing AI to You: End-to-end integration of data, algorithms, and deployment tools.

Miguel de Prado, Jing Su, Rabia Saeed, Lorenzo Keller, Noelia Vállez, Andrew Anderson, David Gregg, Luca Benini, Tim Llewellynn, Nabil Ouerhani, Rozenn Dahyot, Nuria Pazos

ACM Trans. Internet Things, 2020

Automatic Museum Audio Guide.

Noelia Vállez, Stephan Krauß, José Luis Espinosa-Aranda, Alain Pagani, Kasra Seirafi, Oscar Déniz-Suárez

Sensors, 2020

Robustness to adversarial examples can be improved with overfitting.

Oscar Déniz-Suárez, Aníbal Pedraza, Noelia Vállez, Jesús Salido, Gloria Bueno

Int. J. Mach. Learn. Cybern., 2020

Semantic versus instance segmentation in microscopic algae detection.

Jesús Ruiz-Santaquiteria, Gloria Bueno, Oscar Déniz, Noelia Vállez, Gabriel Cristóbal

Eng. Appl. Artif. Intell., 2020

Application of the Neural Network Dependability Kit in Real-World Environments.

Amit Sahu, Noelia Vállez, Rosana Rodríguez-Bobada, Mohamad Alhaddad, Omar Moured, Georg Neugschwandtner

CoRR, 2020

2019

AI Pipeline - bringing AI to you. End-to-end integration of data, algorithms and deployment tools.

Miguel de Prado, Jing Su, Rozenn Dahyot, Rabia Saeed, Lorenzo Keller, Noelia Vállez

CoRR, 2019

Adversarial Examples are a Manifestation of the Fitting-Generalization Trade-off.

Oscar Déniz, Noelia Vállez, Gloria Bueno García

Proceedings of the Advances in Computational Intelligence, 2019

Vision and Crowdsensing Technology for an Optimal Response in Physical-Security.

Fernando Enríquez, Luis Miguel Soria-Morillo, Juan Antonio Álvarez-García, Fernando Sancho-Caparrini, Francisco Velasco Morente, Oscar Déniz, Noelia Vállez

Proceedings of the Computational Science - ICCS 2019, 2019

Weapon Detection for Particular Scenarios Using Deep Learning.

Noelia Vállez, Alberto Velasco-Mata, Juan Jose Corroto, Oscar Déniz

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Diatom Classification Including Morphological Adaptations Using CNNs.

Carlos Sánchez, Noelia Vállez, Gloria Bueno García, Gabriel Cristóbal

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018

Smart Doll: Emotion Recognition Using Embedded Deep Learning.

José Luis Espinosa-Aranda, Noelia Vállez, Jose M. Rico-Saavedra, Javier Parra-Patino, Gloria Bueno García, Matteo Sorci, David Moloney, Dexmont Peña, Oscar Déniz-Suárez

Symmetry, 2018

2017

Eyes of Things.

Oscar Déniz-Suárez, Noelia Vállez, José Luis Espinosa-Aranda, Jose M. Rico-Saavedra, Javier Parra-Patino, Gloria Bueno García, David Moloney, Alireza Dehghani, Aubrey K. Dunne, Alain Pagani, Stephan Krauß, Ruben Reiser, Martin Waeny, Matteo Sorci, Tim Llewellynn, Christian Fedorczak, Thierry Larmoire, Marco Herbst, Andre Seirafi, Kasra Seirafi

Sensors, 2017

Eyes of Things.

Noelia Vállez, José Luis Espinosa-Aranda, Jose M. Rico-Saavedra, Javier Parra-Patino, Oscar Déniz, Alain Pagani, Stephan Krauß, Ruben Reiser, Didier Stricker, David Moloney, Alireza Dehghani, Aubrey K. Dunne, Dexmont Peña, Martin Waeny, Pedro Santos, Matteo Sorci, Tim Llewellynn, Christian Fedorczak, Thierry Larmoire, Elodie Roche, Marco Herbst, Andre Seirafi, Kasra Seirafi

Proceedings of the 2017 IEEE International Conference on Cloud Engineering, 2017

2015

The eyes of things project.

Noelia Vállez, José Luis Espinosa-Aranda, Oscar Déniz-Suárez, Daniel Aguado-Araujo, Gloria Bueno García, Carlos Sanchez-Bueno

Proceedings of the 9th International Conference on Distributed Smart Camera, 2015

Pulga, a tiny open-source MQTT broker for flexible and secure IoT deployments.

José Luis Espinosa-Aranda, Noelia Vállez, Carlos Sanchez-Bueno, Daniel Aguado-Araujo, Gloria Bueno García, Oscar Déniz

Proceedings of the 2015 IEEE Conference on Communications and Network Security, 2015

2014

Breast density classification to reduce false positives in CADe systems.

Noelia Vállez, Gloria Bueno García, Oscar Déniz, Julián Dorado, José Antonio Seoane Fernández, Alejandro Pazos, Carlos Pastor

Comput. Methods Programs Biomed., 2014

2013

False Positive Reduction in Detector Implantation.

Noelia Vállez, Gloria Bueno García, Oscar Déniz

Proceedings of the Artificial Intelligence in Medicine, 2013

2012

A parallel solution for high resolution histological image analysis.

Gloria Bueno García, Roberto González, Oscar Déniz, Marcial García-Rojo, J. González-García, Maria del Milagro Fernández-Carrobles, Noelia Vállez, Jesús Salido

Comput. Methods Programs Biomed., 2012

2011

Automatic breast parenchymal density classification integrated into a CADe system.

Gloria Bueno García, Noelia Vállez, Oscar Déniz, Pablo Esteve, Miguel A. Rienda, María Arias, Carlos Pastor

Int. J. Comput. Assist. Radiol. Surg., 2011

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

Noelia Vállez, Gloria Bueno García, Oscar Déniz-Suárez, José A. Seoane, Julián Dorado, Alejandro Pazos

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2010

Automatic Breast Tissue Classification Based on BIRADS Categories.

Noelia Vállez, Gloria Bueno García, Oscar Déniz, Pablo Esteve, Miguel A. Rienda, Carlos Pastor

Proceedings of the Digital Mammography, 2010