Iván González-Díaz

According to our database, Iván González-Díaz authored at least 43 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Asymmetric Multi-Task Learning for Interpretable Gaze-Driven Grasping Action Forecasting.

Iván González-Díaz, Miguel Molina-Moreno, Jenny Benois-Pineau, Aymar de Rugy

IEEE J. Biomed. Health Informatics, December, 2024

A self-supervised embedding of cell migration features for behavior discovery over cell populations.

Miguel Molina-Moreno, Iván González-Díaz, Ralf Mikut, Fernando Díaz-de-María

Comput. Methods Programs Biomed., 2024

Complexity and Heterogeneity in Health Databases: An Automated Method Based on Nature Inspired Algorithms to Migrate and Standardize Data.

Alfonso Barragán Carmona, Jesús Fontecha-Diezma, Iván González-Díaz, Luis Cabañero-Gómez

Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024), 2024

Usefulness of Power Consumption Simulated Data of Inhabited Houses for Abnormal Activity Detection.

Luis Cabañero-Gómez, Adrián Sánchez-Miguel Ortega, Jesús Fontecha-Diezma, Iván González-Díaz

Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024), 2024

2023

Learning RL policies for anticipative assistive robots by simulating human-robot interactions in real scenarios using egocentric videos.

Silvia Abal-Fernández, César Caramazana-Zarzosa, María Beatriz Loureiro-Casalderrey, Santiago Martínez de la Casa Díaz, Carlos Balaguer, Fernando Díaz-de-María, Iván González-Díaz

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

2022

ACME: Automatic feature extraction for cell migration examination through intravital microscopy imaging.

Miguel Molina-Moreno, Iván González-Díaz, Jon Sicilia, Georgiana Crainiciuc, Miguel Palomino-Segura, Andrés Hidalgo, Fernando Díaz-de-María

Medical Image Anal., 2022

An interpretable CNN-based CAD system for skin lesion diagnosis.

Javier López-Labraca, Iván González-Díaz, Fernando Díaz-de-María, Alejandro Fueyo-Casado

Artif. Intell. Medicine, 2022

2021

Training deep retrieval models with noisy datasets: Bag exponential loss.

Tomás Martínez-Cortés, Iván González-Díaz, Fernando Díaz-de-María

Pattern Recognit., 2021

2020

Probabilistic Topic Model for Context-Driven Visual Attention Understanding.

Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María

IEEE Trans. Circuits Syst. Video Technol., 2020

2019

Efficient Scale-Adaptive License Plate Detection System.

Miguel Molina-Moreno, Iván González-Díaz, Fernando Díaz-de-María

IEEE Trans. Intell. Transp. Syst., 2019

DermaKNet: Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for Skin Lesion Diagnosis.

Iván González-Díaz

IEEE J. Biomed. Health Informatics, 2019

Perceptually-guided deep neural networks for ego-action prediction: Object grasping.

Iván González-Díaz, Jenny Benois-Pineau, Jean-Philippe Domenger, Daniel Cattaert, Aymar de Rugy

Pattern Recognit., 2019

Finding landmarks within settled areas using hierarchical density-based clustering and meta-data from publicly available images.

Eduardo Pla-Sacristán, Iván González-Díaz, Tomás Martínez-Cortés, Fernando Díaz-de-María

Expert Syst. Appl., 2019

2018

Enriched dermoscopic-structure-based cad system for melanoma diagnosis.

Javier López-Labraca, Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María, Ángel Pizarro

Multim. Tools Appl., 2018

Exploiting visual saliency for assessing the impact of car commercials upon viewers.

Fernando Fernández Martínez, René Arnulfo García-Hernández, Miguel Angel Fernandez-Torres, Iván González-Díaz, Álvaro García-Faura, Fernando Díaz-de-María

Multim. Tools Appl., 2018

Perceptually-guided Understanding of Egocentric Video Content: Recognition of Objects to Grasp.

Iván González-Díaz, Jenny Benois-Pineau, Jean-Philippe Domenger, Aymar de Rugy

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Automatic Learning of Image Representations Combining Content and Metadata.

Tomás Martínez-Cortés, Iván González-Díaz, Fernando Díaz-de-María

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Neighborhood Matching for Image Retrieval.

Iván González-Díaz, Murat Birinci, Fernando Díaz-de-María, Edward J. Delp

IEEE Trans. Multim., 2017

Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin Lesions.

Iván González-Díaz

CoRR, 2017

2016

Perceptual modeling in the problem of active object recognition in visual scenes.

Iván González-Díaz, Vincent Buso, Jenny Benois-Pineau

Pattern Recognit., 2016

A probabilistic topic approach for context-aware visual attention modeling.

Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María

Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

2015

Goal-oriented top-down probabilistic visual attention model for recognition of manipulated objects in egocentric videos.

Vincent Buso, Iván González-Díaz, Jenny Benois-Pineau

Signal Process. Image Commun., 2015

Temporal segmentation and keyframe selection methods for user-generated video search-based annotation.

Iván González-Díaz, Tomás Martínez-Cortés, Ascensión Gallardo-Antolín, Fernando Díaz-de-María

Expert Syst. Appl., 2015

Object recognition with top-down visual attention modeling for behavioral studies.

Vincent Buso, Iván González-Díaz, Jenny Benois-Pineau

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Recognition of Instrumental Activities of Daily Living in Egocentric Video for Activity Monitoring of Patients with Dementia.

Iván González-Díaz, Vincent Buso, Jenny Benois-Pineau, Guillaume Bourmaud, Gaelle Usseglio, Rémi Mégret, Yann Gaëstel, Jean-François Dartigues

Proceedings of the Health Monitoring and Personalized Feedback using Multimedia Data, 2015

2014

Fusion of Multiple Visual Cues for Object Recognition in Videos.

Iván González-Díaz, Jenny Benois-Pineau, Vincent Buso, Hugo Boujut

Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014

A Generative Model for Concurrent Image Retrieval and ROI Segmentation.

Iván González-Díaz, Carlos E. Baz-Hormigos, Fernando Díaz-de-María

IEEE Trans. Multim., 2014

A Bayesian model for brain tumor classification using clinical-based features.

Tomás Martínez-Cortés, Miguel Angel Fernandez-Torres, Amaya Jimenez-Moreno, Iván González-Díaz, Fernando Díaz-de-María, Juan Adan Guzmán-De-Villoria, Pilar Fernández

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

A region-centered topic model for object discovery and category-based image segmentation.

Iván González-Díaz, Fernando Díaz-de-María

Pattern Recognit., 2013

IRIM at TRECVID 2013 : Semantic Indexing and Instance Search.

Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Iván González-Díaz, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Thi-Thu-Thuy Vuong, Han Dong, Nadia Derbas, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Modeling instrumental activities of daily living in egocentric vision as sequences of active objects and context for alzheimer disease research.

Iván González-Díaz, Vincent Buso, Jenny Benois-Pineau, Guillaume Bourmaud, Rémi Mégret

Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare, 2013

Mid-level feature set for specific event and anomaly detection in crowded scenes.

Fernando de-la-Calle-Silos, Iván González-Díaz, Fernando Díaz-de-María

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

A generative model for concurrent image retrieval and ROI segmentation.

Iván González-Díaz, Carlos E. Baz-Hormigos, Moises Berdonces, Fernando Díaz-de-María

Proceedings of the 10th International Workshop on Content-Based Multimedia Indexing, 2012

2011

A low-complexity pre-processing system for restoring low-quality QR code images.

D. Munoz-Mejias, Iván González-Díaz, Fernando Díaz-de-María

IEEE Trans. Consumer Electron., 2011

2010

UC3M AT TRECVID 2010 Semantic Indexing Task.

Iván González-Díaz, Vanessa Gómez-Verdejo, Fernando Díaz-de-María, Jerónimo Arenas-García

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

2009

UC3M AT TRECVID 2009.

Iván González-Díaz, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Fernando Díaz-de-María, Jerónimo Arenas-García

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

A spatially aware generative model for image classification, topic discovery and segmentation.

Iván González-Díaz, Dario García-García, Fernando Díaz-de-María

Proceedings of the International Conference on Image Processing, 2009

2008

Adaptive Multipattern Fast Block-Matching Algorithm Based on Motion Classification Techniques.

Iván González-Díaz, Fernando Díaz-de-María

IEEE Trans. Circuits Syst. Video Technol., 2008

UC3M High Level Feature Extraction at TRECVID 2008.

Iván González-Díaz, Dario García-García, Rubén Solera-Ureña, Jaisiel Madrid-Sánchez, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Fernando Díaz-de-María, Jerónimo Arenas-García

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Incorporating spatio-temporal mid-level features in a region segmentation algorithm for video sequences.

Iván González-Díaz, Kevin McGuinness, Tomasz Adamek, Noel E. O'Connor, Fernando Díaz-de-María

Proceedings of the International Conference on Image Processing, 2008

2007

Improved Motion Classification Techniques for Adaptive Multi-Pattern Fast Block-Matching Algorithm.

Iván González-Díaz, Fernando Díaz-de-María

Proceedings of the International Conference on Image Processing, 2007

A Rate Control Algorithm for Low-Delay H.264 Video Coding with Stored-B Pictures.

Sergio Sanz Rodríguez, Manuel de-Frutos-López, Iván González-Díaz, Jesús Cid-Sueiro

Proceedings of the IEEE International Conference on Acoustics, 2007

Adaptive Multi-Pattern Fast Block-Matching Algorithm Based on Motion Classification Techniques.

Iván González-Díaz, Manuel de-Frutos-López, Sergio Sanz Rodríguez

Proceedings of the IEEE International Conference on Acoustics, 2007