Noelia Vállez

31 papers B 4Misc 1Journal 18Unranked 8

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