Noelia Vállez

Semantic versus instance segmentation in microscopic algae detection

Jesús Ruiz-Santaquiteria, Gloria Bueno, Óscar Déniz et al. · Engineering Applications of Artificial Intelligence · 2019 · 118 citations · Full text

Machine Vision, Image Analysis, Engineering +4

Handgun Detection Using Combined Human Pose and Weapon Appearance

Jesús Ruiz-Santaquiteria, Alberto Velasco-Mata, Noelia Vállez et al. · IEEE Access · 2021 · 65 citations · Full text

Body Pose, Convolutional Neural Network, Machine Vision +15

Breast density classification to reduce false positives in CADe systems

Noelia Vállez, Gloria Bueno, Óscar Déniz et al. · Computer Methods and Programs in Biomedicine · 2013 · 34 citations

Cancer Detection, Diagnosis, Breast Imaging +7

Robustness to adversarial examples can be improved with overfitting

Óscar Déniz, Aníbal Pedraza, Noelia Vállez et al. · International Journal of Machine Learning and Cybernetics · 2020 · 31 citations · Full text

Artificial Intelligence, Adversarial Examples, Engineering +10

Using human pose information for handgun detection

Alberto Velasco-Mata, Jesús Ruiz-Santaquiteria, Noelia Vállez et al. · Neural Computing and Applications · 2021 · 29 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19