Noelia Vállez
Learning image processing with OpenCV
GBGOD Suarez
Semantic versus instance segmentation in microscopic algae detection
J Ruiz-Santaquiteria, G Bueno, O Deniz, N Vallez, G Cristobal
Engineering Applications of Artificial Intelligence 87, 103271, 2020
Breast density classification to reduce false positives in CADe systems
N Vállez, G Bueno, O Déniz, J Dorado, JA Seoane, A Pazos, C Pastor
Computer methods and programs in biomedicine 113 (2), 569-584, 2014
Handgun detection using combined human pose and weapon appearance
J Ruiz-Santaquiteria, A Velasco-Mata, N Vallez, G Bueno, ...
IEEE Access 9, 123815-123826, 2021
A parallel solution for high resolution histological image analysis
G Bueno, R González, O Déniz, M García-Rojo, J Gonzalez-Garcia, ...
Computer methods and programs in biomedicine 108 (1), 388-401, 2012
Robustness to adversarial examples can be improved with overfitting
O Deniz, A Pedraza, N Vallez, J Salido, G Bueno
International Journal of Machine Learning and Cybernetics 11, 935-944, 2020
OpenCV Essentials
OD Suarez, MMF Carrobles, NV Enano, GB García, IS Gracia, JAP Incertis, ...
Packt Publishing Ltd, 2014
An automated system for whole microscopic image acquisition and analysis
G Bueno, O Déniz, MDM Fernández‐Carrobles, N Vállez, J Salido
Microscopy research and technique 77 (9), 697-713, 2014
Deep autoencoder for false positive reduction in handgun detection
N Vallez, A Velasco-Mata, O Deniz
Neural Computing and Applications 33 (11), 5885-5895, 2021
Pulga, a tiny open-source MQTT broker for flexible and secure IoT deployments
JL Espinosa-Aranda, N Vallez, C Sanchez-Bueno, D Aguado-Araujo, ...
2015 IEEE Conference on Communications and Network Security (CNS), 690-694, 2015
Eyes of things
O Deniz, N Vallez, JL Espinosa-Aranda, JM Rico-Saavedra, ...
Sensors 17 (5), 1173, 2017
Bonseyes AI pipeline: bringing AI to you
M De Prado, J Su, R Saeed, L Keller, N Vallez, A Anderson, D Gregg, ...
ACM Transactions on Internet of Things, 2020
Automatic breast parenchymal density classification integrated into a CADe system
G Bueno, N Vállez, O Déniz, P Esteve, MA Rienda, M Arias, C Pastor
International journal of computer assisted radiology and surgery 6, 309-318, 2011
Using human pose information for handgun detection
A Velasco-Mata, J Ruiz-Santaquiteria, N Vallez, O Deniz
Neural Computing and Applications 33 (24), 17273-17286, 2021
Smart doll: emotion recognition using embedded deep learning
JL Espinosa-Aranda, N Vallez, JM Rico-Saavedra, J Parra-Patino, ...
Symmetry 10 (9), 387, 2018
Colour model analysis for histopathology image processing
G Bueno, O Déniz, J Salido, M Milagro Fernández, N Vállez, ...
Color medical image analysis, 165-180, 2013
Emerging trends: grid technology in pathology
G Bueno, M García-Rojo, O Déniz, MM Fernández-Carrobles, N Vállez, ...
Stud Health Technol Inform 179, 218-229, 2012
Weapon detection for particular scenarios using deep learning
N Vallez, A Velasco-Mata, JJ Corroto, O Deniz
Pattern Recognition and Image Analysis: 9th Iberian Conference, IbPRIA 2019 …, 2019
Diffeomorphic transforms for data augmentation of highly variable shape and texture objects
N Vallez, G Bueno, O Deniz, S Blanco
Computer Methods and Programs in Biomedicine 219, 106775, 2022
MicroHikari3D: an automated DIY digital microscopy platform with deep learning capabilities
J Salido, PT Toledano, N Vallez, O Deniz, J Ruiz-Santaquiteria, ...
Biomedical Optics Express 12 (11), 7223-7243, 2021
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