Oscar Déniz

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 28

Top Topics

Image Alignment

Localization Algorithm

Microscopy Images

Top Venues

Comput. Methods Programs Biomed.

Neural Comput. Appl.

Publications

Aníbal Pedraza, Lucia Gonzalez, Oscar Déniz, Gloria Bueno
Deep Neural Networks for HER2 Grading of Whole Slide Images with Subclasses Levels. Algorithms 17 (3) (2024)
Juan Daniel Muñoz, Jesús Ruiz-Santaquiteria, Oscar Déniz, Gloria Bueno
Weapon Detection Using PTZ Cameras. ROBOVIS (2024)
Jesús Ruiz-Santaquiteria, Alberto Velasco-Mata, Noelia Vállez, Oscar Déniz, Gloria Bueno
Improving handgun detection through a combination of visual features and body pose-based data. Pattern Recognit. 136 (2023)
Jesús Salido, Noelia Vállez, Lucía González-López, Oscar Déniz, Gloria Bueno
Comparison of deep learning models for digital H&E staining from unpaired label-free multispectral microscopy images. Comput. Methods Programs Biomed. 235 (2023)
Simrandeep Singh, Harbinder Singh, Gloria Bueno, Oscar Déniz, Sartajvir Singh, Himanshu Monga, P. N. Hrisheekesha, Aníbal Pedraza
A review of image fusion: Methods, applications and performance metrics. Digit. Signal Process. 137 (2023)
Noelia Vállez, Jesús Ruiz-Santaquiteria, Oscar Déniz, Jeff Hughes, Scott Robertson, Kreshnik Hoti, Gloria Bueno
Adults' Pain Recognition via Facial Expressions Using CNN-Based AU Detection. ICIAP Workshops (1) (2022)
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 (2022)
Aníbal Pedraza, Jesús Ruiz-Santaquiteria, Oscar Déniz, Gloria Bueno
Parasitic Egg Detection and Classification with Transformer-Based Architectures. ICIP (2022)
Alberto Velasco-Mata, Noelia Vállez, Jesús Ruiz-Santaquiteria, Aníbal Pedraza, Oscar Déniz, Gloria Bueno
Hyperdeep: Comparison of Ai-Based Methods for Predicting Chemical Components in Hyperspectral Images. ICIP (2022)
Aníbal Pedraza, Oscar Déniz, Gloria Bueno
On the Relationship between Generalization and Robustness to Adversarial Examples. Symmetry 13 (5) (2021)
Alberto Velasco-Mata, Jesús Ruiz-Santaquiteria, Noelia Vállez, Oscar Déniz
Using human pose information for handgun detection. Neural Comput. Appl. 33 (24) (2021)
Noelia Vállez, Alberto Velasco-Mata, Oscar Déniz
Deep autoencoder for false positive reduction in handgun detection. Neural Comput. Appl. 33 (11) (2021)
Jesús Ruiz-Santaquiteria, Alberto Velasco-Mata, Noelia Vállez, Gloria Bueno, Juan Antonio Álvarez-García, Oscar Déniz
Handgun Detection Using Combined Human Pose and Weapon Appearance. IEEE Access 9 (2021)
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 (2020)
Jesús Ruiz-Santaquitaria, Gloria Bueno, Oscar Déniz, Noelia Vállez, Gabriel Cristóbal
Semantic versus instance segmentation in microscopic algae detection. Eng. Appl. Artif. Intell. 87 (2020)
Aníbal Pedraza, Oscar Déniz, Gloria Bueno
Approaching Adversarial Example Classification with Chaos Theory. Entropy 22 (11) (2020)
Noelia Vállez, Alberto Velasco-Mata, Juan Jose Corroto, Oscar Déniz
Weapon Detection for Particular Scenarios Using Deep Learning. IbPRIA (2) (2019)
Maria del Milagro Fernández-Carrobles, Oscar Déniz, Fernando Maroto
Gun and Knife Detection Based on Faster R-CNN for Video Surveillance. IbPRIA (2) (2019)
Oscar Déniz, Noelia Vállez, Gloria Bueno García
Adversarial Examples are a Manifestation of the Fitting-Generalization Trade-off. IWANN (1) (2019)
Jesús Ruiz-Santaquitaria, Aníbal Pedraza, Carlos Sánchez, José A. Libreros, Jesús Salido, Oscar Déniz, Saúl Blanco, Gabriel Cristóbal, Gloria Bueno
Deep Learning Versus Classic Methods for Multi-taxon Diatom Segmentation. IbPRIA (1) (2019)
Fernando Enríquez, Luis Miguel Soria-Morillo, Juan Antonio Álvarez-García, Fernando Sancho-Caparrini, Francisco Velasco Morente, Oscar Déniz, Noelia Vállez
Vision and Crowdsensing Technology for an Optimal Response in Physical-Security. ICCS (5) (2019)
Tim Llewellynn, Maria del Milagro Fernández-Carrobles, Oscar Déniz, Samuel Fricker, Amos J. Storkey, Nuria Pazos, Gordana Velikic, Kirsten Leufgen, Rozenn Dahyot, Sebastian Koller, Georgios I. Goumas, Peter Leitner, Ganesh Dasika, Lei Wang, Kurt Tutschku
BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited paper. Conf. Computing Frontiers (2017)
Maria del Milagro Fernández-Carrobles, Gloria Bueno García, Marcial García-Rojo, Lucía González-López, Carlos López, Oscar Déniz
Automatic quantification of IHC stain in breast TMA using colour analysis. Comput. Medical Imaging Graph. 61 (2017)
Fernando Enríquez, Luis Miguel Soria-Morillo, Juan Antonio Álvarez-García, Francisco Velasco Morente, Oscar Déniz
Existing Approaches to Smart Parking: An Overview. Smart-CT (2017)
Noelia Vállez, José Luis Espinosa-Aranda, Jose M. Rico-Saavedra, Javier Parra-Patino, Oscar Déniz, Alain Pagani, Stephan Krauß, Ruben Reiser, Didier Stricker, David Moloney, Alireza Dehghani, Aubrey K. Dunne, Dexmont Peña, Martin Waeny, Pedro Santos, Matteo Sorci, Tim Llewellynn, Christian Fedorczak, Thierry Larmoire, Elodie Roche, Marco Herbst, Andre Seirafi, Kasra Seirafi
Eyes of Things. IC2E (2017)
Guillermo Garcia-Hernando, Hyung Jin Chang, Ismael Serrano, Oscar Déniz, Tae-Kyun Kim
Transition Hough forest for trajectory-based action recognition. WACV (2016)
Maria del Milagro Fernández-Carrobles, Ismael Serrano, Gloria Bueno García, Oscar Déniz
Bagging Tree Classifier and Texture Features for Tumor Identification in Histological Images. MIUA (2016)
Jesús Salido, Oscar Déniz, Gloria Bueno García
Sainet: An Image Processing App for Assistance of Visually Impaired People in Social Interaction Scenarios. IWBBIO (2016)
Maria del Milagro Fernández-Carrobles, Gloria Bueno García, Oscar Déniz, Jesús Salido, Marcial García-Rojo, Lucía González-López
A CAD System for the Acquisition and Classification of Breast TMA in Pathology. MIE (2015)
Rafael Redondo, Gloria Bueno García, François Chung, Rodrigo Nava, J. Víctor Marcos, Gabriel Cristóbal, Tomás Rodríguez, Amelia Gonzalez-Porto, Cristina Pardo, Oscar Déniz, Boris Escalante-Ramírez
Pollen segmentation and feature evaluation for automatic classification in bright-field microscopy. Comput. Electron. Agric. 110 (2015)
Oscar Déniz, David Toomey, Catherine Conway, Gloria Bueno García
Multi-stained whole slide image alignment in digital pathology. Medical Imaging: Digital Pathology (2015)
José Luis Espinosa-Aranda, Noelia Vállez, Carlos Sanchez-Bueno, Daniel Aguado-Araujo, Gloria Bueno García, Oscar Déniz
Pulga, a tiny open-source MQTT broker for flexible and secure IoT deployments. CNS (2015)
Oscar Déniz, Ismael Serrano, Gloria Bueno García, Tae-Kyun Kim
Fast Violence Detection in Video. VISAPP (2) (2014)
Noelia Vállez, Gloria Bueno García, Oscar Déniz, Julian Dorado, José Antonio Seoane Fernández, Alejandro Pazos, Carlos Pastor
Breast density classification to reduce false positives in CADe systems. Comput. Methods Programs Biomed. 113 (2) (2014)
Oscar Déniz, Julio Paton, Jesús Salido, Gloria Bueno García, Janahan Ramanan
A Vision-Based Localization Algorithm for an Indoor Navigation App. NGMAST (2014)
Maria del Milagro Fernández-Carrobles, Gloria Bueno García, Oscar Déniz, Jesús Salido, Marcial García-Rojo
Automatic Handling of Tissue Microarray Cores in High-Dimensional Microscopy Images. IEEE J. Biomed. Health Informatics 18 (3) (2014)
Noelia Vállez, Gloria Bueno García, Oscar Déniz
False Positive Reduction in Detector Implantation. AIME (2013)
Ismael Serrano, Oscar Déniz, Gloria Bueno García
VISILAB at MediaEval 2013: Fight Detection. MediaEval (2013)
Gloria Bueno García, Roberto González, Oscar Déniz, Marcial García-Rojo, J. González-García, Maria del Milagro Fernández-Carrobles, Noelia Vállez, Jesús Salido
A parallel solution for high resolution histological image analysis. Comput. Methods Programs Biomed. 108 (1) (2012)
Oscar Déniz, Gloria Bueno García, Jesús Salido, Fernando De la Torre
Face recognition using Histograms of Oriented Gradients. Pattern Recognit. Lett. 32 (12) (2011)
Gloria Bueno García, Marcial Fernández, Oscar Déniz, Marcial García-Rojo
Automatic Handling of Tissue Microarray Cores in High-Dimensional Microscopy Images. IWANN (2) (2011)
Oscar Déniz, Gloria Bueno García, Enrique Bermejo Nievas, Rahul Sukthankar
Fast and accurate global motion compensation. Pattern Recognit. 44 (12) (2011)
Gloria Bueno García, Noelia Vállez, Oscar Déniz, Pablo Esteve, Miguel A. Rienda, María Arias, Carlos Pastor
Automatic breast parenchymal density classification integrated into a CADe system. Int. J. Comput. Assist. Radiol. Surg. 6 (3) (2011)
Gloria Bueno García, Oscar Déniz, Jesús Salido, Carmen Carrascosa, José M. Delgado
A geodesic deformable model for automatic segmentation of image sequences applied to radiation therapy. Int. J. Comput. Assist. Radiol. Surg. 6 (3) (2011)
Noelia Vállez, Gloria Bueno García, Oscar Déniz, Pablo Esteve, Miguel A. Rienda, Carlos Pastor
Automatic Breast Tissue Classification Based on BIRADS Categories. Digital Mammography / IWDM (2010)
Oscar Déniz, Gloria Bueno García, Jesús Salido, Fernando De la Torre
Face Recognition with Histograms of Oriented Gradients. VISAPP (2) (2010)
Oscar Déniz, Modesto Castrillón Santana, Javier Lorenzo, Luis Antón-Canalís, Mario Hernández, Gloria Bueno García
Computer vision based eyewear selector. J. Zhejiang Univ. Sci. C 11 (2) (2010)
Gloria Bueno García, Oscar Déniz, Jesús Salido, Carmen Carrascosa, José M. Delgado
Three-dimensional organ modeling based on deformable surfaces applied to radio-oncology. J. Zhejiang Univ. Sci. C 11 (6) (2010)
Modesto Castrillón Santana, Javier Lorenzo, David Freire, Oscar Déniz
Learning to recognize gender using experience. ICIP (2010)
Oscar Déniz, Modesto Castrillón Santana, Javier Lorenzo-Navarro, Luis Antón-Canalís, Gloria Bueno García
Smile Detection for User Interfaces. ISVC (2) (2008)
Modesto Castrillón Santana, Oscar Déniz, Cayetano Guerra, Mario Hernández
ENCARA2: Real-time detection of multiple faces at different resolutions in video streams. J. Vis. Commun. Image Represent. 18 (2) (2007)
Oscar Déniz, Modesto Castrillón Santana, Javier Lorenzo-Navarro, Luis Antón-Canalís
Useful computer vision techniques for a robotic head. ICINCO-RA (2) (2007)
Oscar Déniz, Modesto Castrillón Santana, Javier Lorenzo-Navarro, Luis Antón-Canalís
Natural Interaction with a Robotic Head. IWINAC (1) (2007)
Oscar Déniz, Javier Lorenzo, Modesto Castrillón Santana, Juan Méndez, Antonio Falcón
Learning to Recognize Faces Incrementally. DAGM-Symposium (2007)
Javier Lorenzo-Navarro, Oscar Déniz, Modesto Castrillón Santana, Cayetano Guerra
Comparison of focus measures in face detection environments. ICINCO-RA (2) (2007)
Oscar Déniz, Modesto Castrillón Santana, Javier Lorenzo, Mario Hernández
CASIMIRO, The Sociable Robot. EUROCAST (2007)
Oscar Déniz, Luis Antón-Canalís, Modesto Castrillón Santana, Mario Hernández
Expressive Robotic Face for Interaction. Workshop de Agentes Físicos (2006)
Daniel Hernández-Sosa, Antonio C. Domínguez, Oscar Déniz, Jorge Cabrera
Component runtime self-adaptation in robotics. ICINCO (2005)
Oscar Déniz, Antonio Falcón, Juan Méndez, Modesto Castrillón Santana
Useful Computer Vision Techniques for Human-Robot Interaction. ICIAR (2) (2004)
Oscar Déniz, Javier Lorenzo, Mario Hernández
A Simple Habituation Mechanism for Perceptual User Interfaces. Inteligencia Artif. 8 (23) (2004)
Javier Lorenzo, Modesto Castrillón Santana, Mario Hernández, Oscar Déniz
Introduction of Homeostatic Regulation in Face Detection. PRIS (2004)
Modesto Castrillón Santana, Enrico Grosso, Oscar Déniz
Who Are You? ICPR (3) (2004)
Modesto Castrillón Santana, Oscar Déniz, Mario Hernández
The ENCARA System for Face Detection and Normalization. IbPRIA (2003)
Oscar Déniz, Modesto Castrillón Santana, Javier Lorenzo, Mario Hernández, Juan Méndez
Multimodal Attention System for an Interactive Robot. IbPRIA (2003)
Oscar Déniz, Modesto Castrillón Santana, Mario Hernández
Face recognition using independent component analysis and support vector machines. Pattern Recognit. Lett. 24 (13) (2003)
Oscar Déniz, Jorge Cabrera, Mario Hernández
Building a Sound Localization System for a Robot Head. Inteligencia Artif. 7 (18) (2003)
Oscar Déniz, Modesto Castrillón Santana, Javier Lorenzo, Mario Hernández
An Incremental Learning Algorithm for Face Recognition. Biometric Authentication (2002)
Oscar Déniz, Modesto Castrillón Santana, Mario Hernández
Face Recognition Using Independent Component Analysis and Support Vector Machines. AVBPA (2001)