Aníbal Pedraza

23 papers B 3Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Detection of Adversarial Examples Through Chaotic Features Extracted From Ordinal Patterns.
IET Image Process.
Harbinder Singh, Oscar Déniz-Suárez, Aníbal Pedraza, Simrandeep Singh, Gloria Bueno
2025 J jnl
Adversarial Examples Detection with Chaos-Based Multivariate Features.
Int. J. Mach. Learn. Cybern.
Harbinder Singh, Aníbal Pedraza, Oscar Déniz, Gloria Bueno
2025 J jnl
Characterizing Natural Adversarial Examples Through Activation Map Analysis.
IET Image Process.
Aníbal Pedraza, Nerea Leon, Harbinder Singh, Oscar Déniz-Suárez, Gloria Bueno
2025 J jnl
DT4PEIS: detection transformers for parasitic egg instance segmentation.
Appl. Intell.
Jesús Ruiz-Santaquiteria, Aníbal Pedraza, Oscar Déniz, Gloria Bueno
2025 J jnl
Detection of adversarial examples through chaos quantification in time-series analysis.
Int. J. Mach. Learn. Cybern.
Harbinder Singh, Aníbal Pedraza, Oscar Déniz, Gloria Bueno
2025 — conf
Enhancing Collaborative Image Classification via Spatio-Temporal Graph Neural Networks: A Proof-of-concept Study on Human Group Decisions.
CAIP (2)
Israel Mateos-Aparicio-Ruiz, P. Montealegre-Macias, Oscar Déniz-Suárez, Aníbal Pedraza, Gloria Bueno
2025 — conf
Simultaneous Robustness and Generalization Using Nearest Neighbor Classifiers.
CAIP (2)
Oscar Déniz, Gloria Bueno, Aníbal Pedraza, Harbinder Singh
2024 — conf
Classification of Glomerulonephritis with CNN and Self-Attention Networks in Individual Glomeruli in Nephropathology.
BHI
Gloria Bueno, Aníbal Pedraza, Israel Mateos-Aparicio-Ruiz, Hien Van Nguyen, Nicola Altini, Huy Q. Vo, Dejan Dobi, Jean-Baptiste Gibier, Alessandro Del Gobbo, Lucia González, Loreto Gesualdo, Francesco Pesce, Michele Rossini, Avi Rosenberg, Jan Ulrich Becker
2024 J jnl
Deep Neural Networks for HER2 Grading of Whole Slide Images with Subclasses Levels.
Algorithms
Aníbal Pedraza, Lucia González, Oscar Déniz, Gloria Bueno
2024 J jnl
Leveraging AutoEncoders and chaos theory to improve adversarial example detection.
Neural Comput. Appl.
Aníbal Pedraza, Oscar Déniz, Harbinder Singh, Gloria Bueno
2023 J jnl
A review of image fusion: Methods, applications and performance metrics.
Digit. Signal Process.
Simrandeep Singh, Harbinder Singh, Gloria Bueno, Oscar Déniz, Sartajvir Singh, Himanshu Monga, P. N. Hrisheekesha, Aníbal Pedraza
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 and Classification with Transformer-Based Architectures.
ICIP
Aníbal Pedraza, Jesús Ruiz-Santaquiteria, 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
2022 J jnl
Really natural adversarial examples.
Int. J. Mach. Learn. Cybern.
Aníbal Pedraza, Oscar Déniz-Suárez, Gloria Bueno
2021 J jnl
On the Relationship between Generalization and Robustness to Adversarial Examples.
Symmetry
Aníbal Pedraza, Oscar Déniz, Gloria Bueno
2020 J jnl
A Multi-Organ Nucleus Segmentation Challenge.
IEEE Trans. Medical Imaging
Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir M. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen, Cheng-Kun Yang, Chi-Hung Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, Pak-Hei Yeung, Peng Sun, Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang, Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do, Simon Graham, Quoc Dang Vu, Jin Tae Kwak, Akshaykumar Gunda, Raviteja Chunduri, Corey Hu, Xiaoyang Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison O'Neil, Dennis Eschweiler, Johannes Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, Philipp Grüning, Erhardt Barth, Elad Arbel, Itay Remer, Amir Ben-Dor, Ekaterina Sirazitdinova, Matthias Kohl, Stefan Braunewell, Yuexiang Li, Xinpeng Xie, Linlin Shen, Jun Ma, Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrián Colomer, Valery Naranjo, Linmin Pei, Khan M. Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Aníbal Pedraza, Maria Gloria Bueno, Sabarinathan Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, Xiaojie Liu, Yuqin Wang, Amit Sethi
2020 J jnl
Approaching Adversarial Example Classification with Chaos Theory.
Entropy
Aníbal Pedraza, Oscar Déniz, Gloria Bueno
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
2019 — conf
Deep Learning Versus Classic Methods for Multi-taxon Diatom Segmentation.
IbPRIA (1)
Jesús Ruiz-Santaquiteria, Aníbal Pedraza, Carlos Sánchez, Jose Alejandro Libreros, Jesús Salido, Oscar Déniz, Saúl Blanco, Gabriel Cristóbal, Gloria Bueno
2018 J jnl
Glomerulus Classification and Detection Based on Convolutional Neural Networks.
J. Imaging
Jaime Gallego, Aníbal Pedraza, Samuel Lopez, Georg Steiner, Lucia González, Arvydas Laurinavicius, Gloria Bueno
2017 — conf
Glomerulus Classification with Convolutional Neural Networks.
MIUA
Aníbal Pedraza, Jaime Gallego, Samuel Lopez, Lucia González, Arvydas Laurinavicius, Gloria Bueno
2017 J jnl
Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues.
CoRR
Talha Qaiser, Abhik Mukherjee, Chaitanya Reddy Pb, Sai Dileep Munugoti, Vamsi Tallam, Tomi Pitkäaho, Taina Lehtimäki, Thomas J. Naughton, Matt Berseth, Aníbal Pedraza, Ramakrishnan Mukundan, Matthew Smith, Abhir Bhalerao, Erik Rodner, Marcel Simon, Joachim Denzler, Chao-Hui Huang, Gloria Bueno, David R. J. Snead, Ian O. Ellis, Mohammad Ilyas, Nasir M. Rajpoot