Iván González-Díaz

45 papers B 7C 2Journal 23Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Self-supervised learning and hybrid deep models for predicting the progression of Fuchs' endothelial corneal dystrophy after cataract surgery. Comput. Methods Programs Biomed. Paola León-Tarife, Francisco Arnalich-Montiel, David Mingo-Botín, Fernando Díaz-de-María, Martha Stokking, Nerea Saenz-Madrazo, Jaime Etxebarria-Ecenarro, Pedro Arriola-Villalobos, Ana Boto de los Bueis, Iván González-Díaz
2024	J	`jnl`	A self-supervised embedding of cell migration features for behavior discovery over cell populations. Comput. Methods Programs Biomed. Miguel Molina-Moreno, Iván González-Díaz, Ralf Mikut, Fernando Díaz-de-María
2024	J	`jnl`	Asymmetric Multi-Task Learning for Interpretable Gaze-Driven Grasping Action Forecasting. IEEE J. Biomed. Health Informatics Iván González-Díaz, Miguel Molina-Moreno, Jenny Benois-Pineau, Aymar de Rugy
2024	—	`conf`	Complexity and Heterogeneity in Health Databases: An Automated Method Based on Nature Inspired Algorithms to Migrate and Standardize Data. UCAmI Alfonso Barragán Carmona, Jesús Fontecha-Diezma, Iván González-Díaz, Luis Cabañero-Gómez
2024	J	`jnl`	URI-CADS: A Fully Automated Computer-Aided Diagnosis System for Ultrasound Renal Imaging. J. Imaging Inform. Medicine Miguel Molina-Moreno, Iván González-Díaz, Maite Rivera Gorrín, Víctor Burguera Vion, Fernando Díaz-de-María
2024	—	`conf`	Usefulness of Power Consumption Simulated Data of Inhabited Houses for Abnormal Activity Detection. UCAmI Luis Cabañero-Gómez, Adrián Sánchez-Miguel Ortega, Jesús Fontecha-Diezma, Iván González-Díaz
2023	—	`conf`	Learning RL policies for anticipative assistive robots by simulating human-robot interactions in real scenarios using egocentric videos. ROBIO 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
2022	J	`jnl`	ACME: Automatic feature extraction for cell migration examination through intravital microscopy imaging. Medical Image Anal. Miguel Molina-Moreno, Iván González-Díaz, Jon Sicilia, Georgiana Crainiciuc, Miguel Palomino-Segura, Andrés Hidalgo, Fernando Díaz-de-María
2022	J	`jnl`	An interpretable CNN-based CAD system for skin lesion diagnosis. Artif. Intell. Medicine Javier López-Labraca, Iván González-Díaz, Fernando Díaz-de-María, Alejandro Fueyo-Casado
2021	J	`jnl`	Training deep retrieval models with noisy datasets: Bag exponential loss. Pattern Recognit. Tomás Martínez-Cortés, Iván González-Díaz, Fernando Díaz-de-María
2020	J	`jnl`	Probabilistic Topic Model for Context-Driven Visual Attention Understanding. IEEE Trans. Circuits Syst. Video Technol. Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María
2019	J	`jnl`	DermaKNet: Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for Skin Lesion Diagnosis. IEEE J. Biomed. Health Informatics Iván González-Díaz
2019	J	`jnl`	Efficient Scale-Adaptive License Plate Detection System. IEEE Trans. Intell. Transp. Syst. Miguel Molina-Moreno, Iván González-Díaz, Fernando Díaz-de-María
2019	J	`jnl`	Finding landmarks within settled areas using hierarchical density-based clustering and meta-data from publicly available images. Expert Syst. Appl. Eduardo Pla-Sacristán, Iván González-Díaz, Tomás Martínez-Cortés, Fernando Díaz-de-María
2019	J	`jnl`	Perceptually-guided deep neural networks for ego-action prediction: Object grasping. Pattern Recognit. Iván González-Díaz, Jenny Benois-Pineau, Jean-Philippe Domenger, Daniel Cattaert, Aymar de Rugy
2018	B	`conf`	Automatic Learning of Image Representations Combining Content and Metadata. ICIP Tomás Martínez-Cortés, Iván González-Díaz, Fernando Díaz-de-María
2018	J	`jnl`	Enriched dermoscopic-structure-based cad system for melanoma diagnosis. Multim. Tools Appl. Javier López-Labraca, Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María, Ángel Pizarro
2018	J	`jnl`	Exploiting visual saliency for assessing the impact of car commercials upon viewers. Multim. Tools Appl. Fernando Fernández Martínez, René Arnulfo García-Hernández, Miguel Angel Fernandez-Torres, Iván González-Díaz, Álvaro García-Faura, Fernando Díaz-de-María
2018	B	`conf`	Perceptually-guided Understanding of Egocentric Video Content: Recognition of Objects to Grasp. ICMR Iván González-Díaz, Jenny Benois-Pineau, Jean-Philippe Domenger, Aymar de Rugy
2017	J	`jnl`	Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin Lesions. CoRR Iván González-Díaz
2017	J	`jnl`	Neighborhood Matching for Image Retrieval. IEEE Trans. Multim. Iván González-Díaz, Murat Birinci, Fernando Díaz-de-María, Edward J. Delp
2016	C	`conf`	A probabilistic topic approach for context-aware visual attention modeling. CBMI Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María
2016	J	`jnl`	Perceptual modeling in the problem of active object recognition in visual scenes. Pattern Recognit. Iván González-Díaz, Vincent Buso, Jenny Benois-Pineau
2015	J	`jnl`	Goal-oriented top-down probabilistic visual attention model for recognition of manipulated objects in egocentric videos. Signal Process. Image Commun. Vincent Buso, Iván González-Díaz, Jenny Benois-Pineau
2015	B	`conf`	Object recognition with top-down visual attention modeling for behavioral studies. ICIP Vincent Buso, Iván González-Díaz, Jenny Benois-Pineau
2015	—	`ch.`	Recognition of Instrumental Activities of Daily Living in Egocentric Video for Activity Monitoring of Patients with Dementia. Health Monitoring and Personalized Feedback using Multimedia Data Iván González-Díaz, Vincent Buso, Jenny Benois-Pineau, Guillaume Bourmaud, Gaelle Usseglio, Rémi Mégret, Yann Gaëstel, Jean-François Dartigues
2015	J	`jnl`	Temporal segmentation and keyframe selection methods for user-generated video search-based annotation. Expert Syst. Appl. Iván González-Díaz, Tomás Martínez-Cortés, Ascensión Gallardo-Antolín, Fernando Díaz-de-María
2014	B	`conf`	A Bayesian model for brain tumor classification using clinical-based features. ICIP Tomás Martínez-Cortés, Miguel Angel Fernandez-Torres, Amaya Jimenez-Moreno, Iván González-Díaz, Fernando Díaz-de-María, Juan Adan Guzmán-De-Villoria, Pilar Fernández
2014	J	`jnl`	A Generative Model for Concurrent Image Retrieval and ROI Segmentation. IEEE Trans. Multim. Iván González-Díaz, Carlos E. Baz-Hormigos, Fernando Díaz-de-María
2014	—	`ch.`	Fusion of Multiple Visual Cues for Object Recognition in Videos. Fusion in Computer Vision Iván González-Díaz, Jenny Benois-Pineau, Vincent Buso, Hugo Boujut
2013	J	`jnl`	A region-centered topic model for object discovery and category-based image segmentation. Pattern Recognit. Iván González-Díaz, Fernando Díaz-de-María
2013	—	`conf`	IRIM at TRECVID 2013 : Semantic Indexing and Instance Search. TRECVID 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
2013	B	`conf`	Mid-level feature set for specific event and anomaly detection in crowded scenes. ICIP Fernando de-la-Calle-Silos, Iván González-Díaz, Fernando Díaz-de-María
2013	—	`conf`	Modeling instrumental activities of daily living in egocentric vision as sequences of active objects and context for alzheimer disease research. MIIRH@ACM Multimedia Iván González-Díaz, Vincent Buso, Jenny Benois-Pineau, Guillaume Bourmaud, Rémi Mégret
2012	C	`conf`	A generative model for concurrent image retrieval and ROI segmentation. CBMI Iván González-Díaz, Carlos E. Baz-Hormigos, Moises Berdonces, Fernando Díaz-de-María
2011	J	`jnl`	A low-complexity pre-processing system for restoring low-quality QR code images. IEEE Trans. Consumer Electron. D. Munoz-Mejias, Iván González-Díaz, Fernando Díaz-de-María
2010	—	`conf`	UC3M AT TRECVID 2010 Semantic Indexing Task. TRECVID Iván González-Díaz, Vanessa Gómez-Verdejo, Fernando Díaz-de-María, Jerónimo Arenas-García
2009	B	`conf`	A spatially aware generative model for image classification, topic discovery and segmentation. ICIP Iván González-Díaz, Dario García-García, Fernando Díaz-de-María
2009	—	`conf`	UC3M AT TRECVID 2009. TRECVID Iván González-Díaz, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Fernando Díaz-de-María, Jerónimo Arenas-García
2008	J	`jnl`	Adaptive Multipattern Fast Block-Matching Algorithm Based on Motion Classification Techniques. IEEE Trans. Circuits Syst. Video Technol. Iván González-Díaz, Fernando Díaz-de-María
2008	B	`conf`	Incorporating spatio-temporal mid-level features in a region segmentation algorithm for video sequences. ICIP Iván González-Díaz, Kevin McGuinness, Tomasz Adamek, Noel E. O'Connor, Fernando Díaz-de-María
2008	—	`conf`	UC3M High Level Feature Extraction at TRECVID 2008. TRECVID 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
2007	—	`conf`	A Rate Control Algorithm for Low-Delay H.264 Video Coding with Stored-B Pictures. ICASSP (1) Sergio Sanz Rodríguez, Manuel de-Frutos-López, Iván González-Díaz, Jesús Cid-Sueiro
2007	—	`conf`	Adaptive Multi-Pattern Fast Block-Matching Algorithm Based on Motion Classification Techniques. ICASSP (1) Iván González-Díaz, Manuel de-Frutos-López, Sergio Sanz Rodríguez
2007	—	`conf`	Improved Motion Classification Techniques for Adaptive Multi-Pattern Fast Block-Matching Algorithm. ICIP (2) Iván González-Díaz, Fernando Díaz-de-María