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Noelia Vállez
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2020 – today
- 2023
- [j15]Jesús Salido
, Noelia Vállez
Comparison of deep learning models for digital H&E staining from unpaired label-free multispectral microscopy images. Comput. Methods Programs Biomed. 235: 107528 (2023) - [j14]Jesús Ruiz-Santaquiteria
Improving handgun detection through a combination of visual features and body pose-based data. Pattern Recognit. 136: 109252 (2023) - 2022
- [j13]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: 106775 (2022) - [c13]Noelia Vállez
Adults' Pain Recognition via Facial Expressions Using CNN-Based AU Detection. ICIAP Workshops (1) 2022: 15-27 - [c12]Jesús Ruiz-Santaquiteria
Parasitic Egg Detection with a Deep Learning Ensemble. ICIP 2022: 4283-4286 - [c11]Alberto Velasco-Mata, Noelia Vállez, Jesús Ruiz-Santaquiteria
Hyperdeep: Comparison of Ai-Based Methods for Predicting Chemical Components in Hyperspectral Images. ICIP 2022: 4287-4291 - 2021
- [j12]Jesús Ruiz-Santaquiteria
Handgun Detection Using Combined Human Pose and Weapon Appearance. IEEE Access 9: 123815-123826 (2021) - [j11]Noelia Vállez
Deep autoencoder for false positive reduction in handgun detection. Neural Comput. Appl. 33(11): 5885-5895 (2021) - [j10]Alberto Velasco-Mata
Using human pose information for handgun detection. Neural Comput. Appl. 33(24): 17273-17286 (2021) - 2020
- [j9]Jesús Ruiz-Santaquiteria
Semantic versus instance segmentation in microscopic algae detection. Eng. Appl. Artif. Intell. 87 (2020) - [j8]Oscar Déniz-Suárez
Robustness to adversarial examples can be improved with overfitting. Int. J. Mach. Learn. Cybern. 11(4): 935-944 (2020) - [j7]Noelia Vállez
Automatic Museum Audio Guide. Sensors 20(3): 779 (2020) - [j6]Miguel de Prado, Jing Su, Rabia Saeed, Lorenzo Keller, Noelia Vállez
Bonseyes AI Pipeline - Bringing AI to You: End-to-end integration of data, algorithms, and deployment tools. ACM Trans. Internet Things 1(4): 26:1-26:25 (2020) - [i3]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 abs/2010.13753 (2020) - [i2]Amit Sahu, Noelia Vállez, Rosana Rodríguez-Bobada, Mohamad Alhaddad, Omar Moured
Application of the Neural Network Dependability Kit in Real-World Environments. CoRR abs/2012.09602 (2020)
2010 – 2019
- 2019
- [c10]Carlos Sánchez
Diatom Classification Including Morphological Adaptations Using CNNs. IbPRIA (1) 2019: 317-328 - [c9]Noelia Vállez, Alberto Velasco-Mata
Weapon Detection for Particular Scenarios Using Deep Learning. IbPRIA (2) 2019: 371-382 - [c8]Fernando Enríquez, Luis Miguel Soria-Morillo, Juan Antonio Álvarez-García
Vision and Crowdsensing Technology for an Optimal Response in Physical-Security. ICCS (5) 2019: 15-26 - [c7]Oscar Déniz
Adversarial Examples are a Manifestation of the Fitting-Generalization Trade-off. IWANN (1) 2019: 569-580 - [i1]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 abs/1901.05049 (2019) - 2018
- [j5]José Luis Espinosa-Aranda
Smart Doll: Emotion Recognition Using Embedded Deep Learning. Symmetry 10(9): 387 (2018) - 2017
- [j4]Oscar Déniz-Suárez
Eyes of Things. Sensors 17(5): 1173 (2017) - [c6]Noelia Vállez
Eyes of Things. IC2E 2017: 292-297 - 2015
- [c5]José Luis Espinosa-Aranda, Noelia Vállez
Pulga, a tiny open-source MQTT broker for flexible and secure IoT deployments. CNS 2015: 690-694 - [c4]Noelia Vállez
The eyes of things project. ICDSC 2015: 193-194 - 2014
- [j3]Noelia Vállez
Breast density classification to reduce false positives in CADe systems. Comput. Methods Programs Biomed. 113(2): 569-584 (2014) - 2013
- [c3]Noelia Vállez
False Positive Reduction in Detector Implantation. AIME 2013: 181-185 - 2012
- [j2]Gloria Bueno García
A parallel solution for high resolution histological image analysis. Comput. Methods Programs Biomed. 108(1): 388-401 (2012) - 2011
- [j1]Gloria Bueno García
Automatic breast parenchymal density classification integrated into a CADe system. Int. J. Comput. Assist. Radiol. Surg. 6(3): 309-318 (2011) - [c2]Noelia Vállez
A Tree Classifier for Automatic Breast Tissue Classification Based on BIRADS Categories. IbPRIA 2011: 580-587 - 2010
- [c1]Noelia Vállez
Automatic Breast Tissue Classification Based on BIRADS Categories. Digital Mammography / IWDM 2010: 259-266
Coauthor Index
aka: Oscar Déniz
aka: Gloria Bueno
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