Noelia Vállez

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 25

Top Topics

Microscopy Images

Learning Models

Low False Positive Rate

Top Venues

Comput. Methods Programs Biomed.

Publications

Jesús Ruiz-Santaquiteria, Alberto Velasco-Mata, Noelia Vállez, Oscar Déniz, Gloria Bueno
Improving handgun detection through a combination of visual features and body pose-based data. Pattern Recognit. 136 (2023)
Jesús Salido, Noelia Vállez, Lucía González-López, Oscar Déniz, Gloria Bueno
Comparison of deep learning models for digital H&E staining from unpaired label-free multispectral microscopy images. Comput. Methods Programs Biomed. 235 (2023)
Noelia Vállez, Jesús Ruiz-Santaquiteria, Oscar Déniz, Jeff Hughes, Scott Robertson, Kreshnik Hoti, Gloria Bueno
Adults' Pain Recognition via Facial Expressions Using CNN-Based AU Detection. ICIAP Workshops (1) (2022)
Noelia Vállez, Gloria Bueno, Oscar Déniz, Saúl Blanco
Diffeomorphic transforms for data augmentation of highly variable shape and texture objects. Comput. Methods Programs Biomed. 219 (2022)
Jesús Ruiz-Santaquiteria, Aníbal Pedraza, Noelia Vállez, Alberto Velasco-Mata
Parasitic Egg Detection with a Deep Learning Ensemble. ICIP (2022)
Alberto Velasco-Mata, Noelia Vállez, Jesús Ruiz-Santaquiteria, Aníbal Pedraza, Oscar Déniz, Gloria Bueno
Hyperdeep: Comparison of Ai-Based Methods for Predicting Chemical Components in Hyperspectral Images. ICIP (2022)
Alberto Velasco-Mata, Jesús Ruiz-Santaquiteria, Noelia Vállez, Oscar Déniz
Using human pose information for handgun detection. Neural Comput. Appl. 33 (24) (2021)
Noelia Vállez, Alberto Velasco-Mata, Oscar Déniz
Deep autoencoder for false positive reduction in handgun detection. Neural Comput. Appl. 33 (11) (2021)
Jesús Ruiz-Santaquiteria, Alberto Velasco-Mata, Noelia Vállez, Gloria Bueno, Juan Antonio Álvarez-García, Oscar Déniz
Handgun Detection Using Combined Human Pose and Weapon Appearance. IEEE Access 9 (2021)
Noelia Vállez, Stephan Krauß, José Luis Espinosa-Aranda, Alain Pagani, Kasra Seirafi, Oscar Déniz-Suárez
Automatic Museum Audio Guide. Sensors 20 (3) (2020)
Jesús Ruiz-Santaquiteria, Alberto Velasco-Mata, Noelia Vállez, Gloria Bueno, Juan Antonio Álvarez, Oscar Déniz
Handgun detection using combined human pose and weapon appearance. CoRR (2020)
Jesús Ruiz-Santaquitaria, Gloria Bueno, Oscar Déniz, Noelia Vállez, Gabriel Cristóbal
Semantic versus instance segmentation in microscopic algae detection. Eng. Appl. Artif. Intell. 87 (2020)
Oscar Déniz-Suárez, Aníbal Pedraza, Noelia Vállez, Jesús Salido, Gloria Bueno
Robustness to adversarial examples can be improved with overfitting. Int. J. Mach. Learn. Cybern. 11 (4) (2020)
Amit Sahu, Noelia Vállez, Rosana Rodríguez-Bobada, Mohamad Alhaddad, Omar Moured, Georg Neugschwandtner
Application of the Neural Network Dependability Kit in Real-World Environments. CoRR (2020)
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
Bonseyes AI Pipeline - Bringing AI to You: End-to-end integration of data, algorithms, and deployment tools. ACM Trans. Internet Things 1 (4) (2020)
Noelia Vállez, Alberto Velasco-Mata, Juan Jose Corroto, Oscar Déniz
Weapon Detection for Particular Scenarios Using Deep Learning. IbPRIA (2) (2019)
Miguel de Prado, Jing Su, Rozenn Dahyot, Rabia Saeed, Lorenzo Keller, Noelia Vállez
AI Pipeline - bringing AI to you. End-to-end integration of data, algorithms and deployment tools. CoRR (2019)
Oscar Déniz, Noelia Vállez, Gloria Bueno García
Adversarial Examples are a Manifestation of the Fitting-Generalization Trade-off. IWANN (1) (2019)
Fernando Enríquez, Luis Miguel Soria-Morillo, Juan Antonio Álvarez-García, Fernando Sancho-Caparrini, Francisco Velasco Morente, Oscar Déniz, Noelia Vállez
Vision and Crowdsensing Technology for an Optimal Response in Physical-Security. ICCS (5) (2019)
Carlos Sánchez, Noelia Vállez, Gloria Bueno García, Gabriel Cristóbal
Diatom Classification Including Morphological Adaptations Using CNNs. IbPRIA (1) (2019)
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
Smart Doll: Emotion Recognition Using Embedded Deep Learning. Symmetry 10 (9) (2018)
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
Eyes of Things. Sensors 17 (5) (2017)
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
Eyes of Things. IC2E (2017)
Noelia Vállez, José Luis Espinosa-Aranda, Oscar Déniz-Suárez, Daniel Aguado-Araujo, Gloria Bueno García, Carlos Sanchez-Bueno
The eyes of things project. ICDSC (2015)
José Luis Espinosa-Aranda, Noelia Vállez, Carlos Sanchez-Bueno, Daniel Aguado-Araujo, Gloria Bueno García, Oscar Déniz
Pulga, a tiny open-source MQTT broker for flexible and secure IoT deployments. CNS (2015)
Noelia Vállez, Gloria Bueno García, Oscar Déniz, Julian Dorado, José Antonio Seoane Fernández, Alejandro Pazos, Carlos Pastor
Breast density classification to reduce false positives in CADe systems. Comput. Methods Programs Biomed. 113 (2) (2014)
Noelia Vállez, Gloria Bueno García, Oscar Déniz
False Positive Reduction in Detector Implantation. AIME (2013)
Gloria Bueno García, Roberto González, Oscar Déniz, Marcial García-Rojo, J. González-García, Maria del Milagro Fernández-Carrobles, Noelia Vállez, Jesús Salido
A parallel solution for high resolution histological image analysis. Comput. Methods Programs Biomed. 108 (1) (2012)
Gloria Bueno García, Noelia Vállez, Oscar Déniz, Pablo Esteve, Miguel A. Rienda, María Arias, Carlos Pastor
Automatic breast parenchymal density classification integrated into a CADe system. Int. J. Comput. Assist. Radiol. Surg. 6 (3) (2011)
Noelia Vállez, Gloria Bueno García, Oscar Déniz-Suárez, José A. Seoane, Julian Dorado, Alejandro Pazos
A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories. IbPRIA (2011)
Noelia Vállez, Gloria Bueno García, Oscar Déniz, Pablo Esteve, Miguel A. Rienda, Carlos Pastor
Automatic Breast Tissue Classification Based on BIRADS Categories. Digital Mammography / IWDM (2010)