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Ó

Óscar Déniz

Universidad de Castilla-La Mancha

29H-index
206Paper Count
7.6KCitation Count
Published Papers 32
Publication Date
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Simultaneous Robustness and Generalization Using Nearest Neighbor Classifiers
errCOMPUTER ANALYSIS OF IMAGES AND PATTERNS, CAIP 2025, PT II
IF0
err2026-01-01
err0
PREAI
errDeniz, O.; Bueno, G.; Pedraza, A.; Singh, H.
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Enhancing Collaborative Image Classification via Spatio-Temporal Graph Neural Networks: A Proof-of-concept Study on Human Group Decisions
errCOMPUTER ANALYSIS OF IMAGES AND PATTERNS, CAIP 2025, PT II
IF0
err2026-01-01
err0
PREAI
errMateos-Aparicio-Ruiz, I.; Montealegre-Macias, P.; Deniz, O.; Pedraza, A.; Bueno, G.
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errSave
Robust firearm detection based on learning prior distributions on adversarial autoencoders
errExpert Systems with Applications
IF7.5
err2025-12-29
err0
errOAAI
errHarbinder Singh; Oscar Deniz; Juan D. Muñoz; Jesus Ruiz-Santaquiteria; Hugo Albandea Merino; Gloria Bueno
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Comparative analysis of deep learning methods for breast ultrasound lesion detection and classification
errPHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS
IF2.7
err2025-06-01
err0
PREAI
errVallez, Noelia; Mateos-Aparicio-Ruiz, Israel; Rienda, Miguel Angel; Deniz, Oscar; Bueno, Gloria
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errSave
DT4PEIS: detection transformers for parasitic egg instance segmentation
errAPPLIED INTELLIGENCE
IF3.5
err2025-01-04
err0
PREAI
errRuiz-Santaquiteria, Jesus; Pedraza, Anibal; Deniz, Oscar; Bueno, Gloria
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errSave
Comparison of deep learning models for digital H&E staining from unpaired label-free multispectral microscopy images
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2023-06-01
err11
errOAAI
errSalido, Jesus; Vallez, Noelia; Gonzalez-Lopez, Lucia; Deniz, Oscar; Bueno, Gloria
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errSave
Improving handgun detection through a combination of visual features and body pose-based data
errPATTERN RECOGNITION
IF7.6
err2023-04-01
err8
errOAAI
errRuiz-Santaquiteria, Jesus; Velasco-Mata, Alberto; Vallez, Noelia; Deniz, Oscar; Bueno, Gloria
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errSave
Diffeomorphic transforms for data augmentation of highly variable shape and texture objects
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2022-06-01
err6
errOAAI
errVallez, Noelia; Bueno, Gloria; Deniz, Oscar; Blanco, Saul
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errSave
Really natural adversarial examples
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2021-10-05
err5
errOAAI
errPedraza, Anibal; Deniz, Oscar; Bueno, Gloria
errShare
errSave
Vision and Crowdsensing Technology for an Optimal Response in Security: Project results
err2021 IEEE INTERNATIONAL MEDITERRANEAN CONFERENCE ON COMMUNICATIONS AND NETWORKING (IEEE MEDITCOM 2021)
IF0
err2021-09-07
err1
PREAI
errAlvarez-Garcia, Juan A.; Salazar-Gonzalez, Jose L.; Deniz Suarez, Oscar; Santaquiteria-Alegre, Jesus Ruiz
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errSave
Handgun Detection Using Combined Human Pose and Weapon Appearance
errIEEE ACCESS
IF3.6
err2021-01-01
err17
errOAAI
errRuiz-Santaquiteria, Jesus; Velasco-Mata, Alberto; Vallez, Noelia; Bueno, Gloria; Alvarez-Garcia, Juan A.; Deniz, Oscar
errShare
errSave
Robustness to adversarial examples can be improved with overfitting
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2020-02-26
err21
errOAAI
errDeniz, Oscar; Pedraza, Anibal; Vallez, Noelia; Salido, Jesus; Bueno, Gloria
errShare
errSave
Glomerulosclerosis identification in whole slide images using semantic segmentation
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2020-02-01
err94
PREAI
errBueno, Gloria; Milagro Fernandez-Carrobles, M.; Gonzalez-Lopez, Lucia; Deniz, Oscar
errShare
errSave
Automatic Museum Audio Guide
errSENSORS
IF3.5
err2020-01-31
err4
errOAAI
errVallez, Noelia; Krauss, Stephan; Luis Espinosa-Aranda, Jose; Pagani, Alain; Seirafi, Kasra; Deniz, Oscar
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errSave
Optimum web viewer application for DICOM whole slide image visualization in anatomical pathology
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2019-10-01
err13
PREAI
errLajara, Nieves; Luis Espinosa-Aranda, Jose; Deniz, Oscar; Bueno, Gloria
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errSave
Fight Recognition in Video Using Hough Forests and 2D Convolutional Neural Network
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2018-10-01
err73
PREAI
errSerrano, Ismael I.; Deniz, Oscar; Espinosa-Aranda, Jose Luis; Bueno, Gloria
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errSave
Low-cost oblique illumination: an image quality assessment
errJOURNAL OF BIOMEDICAL OPTICS
IF2.9
err2018-01-02
err12
errOAAI
errRuiz-Santaquiteria, Jesus; Luis Espinosa-Aranda, Jose; Deniz, Oscar; Sanchez, Carlos; Borrego-Ramos, Maria; Blanco, Saul; Cristobal, Gabriel; Bueno, Gloria
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errSave
Automatic quantification of IHC stain in breast TMA using colour analysis
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2017-11-01
err11
PREAI
errMilagro Fernandez-Carrobles, M.; Bueno, Gloria; Garcia-Rojo, Marcial; Gonzalez-Lopez, Lucia; Lopez, Carlos; Deniz, Oscar
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errSave
Existing Approaches to Smart Parking: An Overview
errSMART CITIES
IF5.5
err2017-05-26
err11
PREAI
errEnriquez, Fernando; Soria, Luis Miguel; Antonio Alvarez-Garcia, Juan; Velasco, Francisco; Deniz, Oscar
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errSave
Eyes of Things
errSENSORS
IF3.5
err2017-05-21
err14
errOAAI
errDeniz, Oscar; Vallez, Noelia; Espinosa-Aranda, Jose L.; Rico-Saavedra, Jose M.; Parra-Patino, Javier; Bueno, Gloria; Moloney, David; Dehghani, Alireza; Dunne, Aubrey; Pagani, Alain; Krauss, Stephan; Reiser, Ruben; Waeny, Martin; Sorci, Matteo; Llewellynn, Tim; Fedorczak, Christian; Larmoire, Thierry; Herbst, Marco; Seirafi, Andre; Seirafi, Kasra
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Research Directions

No research directions
Co-authors
Cooperation Journals
R
Rahul Sukthankar
H-index: 61 · Papers: 228
F
Fernando De la Torre
H-index: 52 · Papers: 274
S
Saúl Blanco
H-index: 40 · Papers: 313
G
Gabriel Cristóbal
H-index: 37 · Papers: 291
A
Alejandro Pazos
H-index: 37 · Papers: 325
View more