Iván González-Díaz

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 18

Top Topics

Active Object Recognition

Visual Attention

Microscopy Imaging

Top Venues

Pattern Recognit.

Multim. Tools Appl.

IEEE Trans. Multim.

Publications

Miguel Molina-Moreno, Iván González-Díaz, Ralf Mikut, Fernando Díaz-de-María
A self-supervised embedding of cell migration features for behavior discovery over cell populations. Comput. Methods Programs Biomed. 255 (2024)
Silvia Abal-Fernández, César Caramazana-Zarzosa, María Beatriz Loureiro-Casalderrey, Santiago Martínez, Carlos Balaguer, Fernando Díaz-de-María, Iván González-Díaz
Learning RL policies for anticipative assistive robots by simulating human-robot interactions in real scenarios using egocentric videos. ROBIO (2023)
Miguel Molina-Moreno, Iván González-Díaz, Jon Sicilia, Georgiana Crainiciuc, Miguel Palomino-Segura, Andrés Hidalgo, Fernando Díaz-de-María
ACME: Automatic feature extraction for cell migration examination through intravital microscopy imaging. Medical Image Anal. 77 (2022)
Javier López-Labraca, Iván González-Díaz, Fernando Díaz-de-María, Alejandro Fueyo-Casado
An interpretable CNN-based CAD system for skin lesion diagnosis. Artif. Intell. Medicine 132 (2022)
Tomás Martínez-Cortés, Iván González-Díaz, Fernando Díaz-de-María
Training deep retrieval models with noisy datasets: Bag exponential loss. Pattern Recognit. 112 (2021)
Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María
Probabilistic Topic Model for Context-Driven Visual Attention Understanding. IEEE Trans. Circuits Syst. Video Technol. 30 (6) (2020)
Iván González-Díaz
DermaKNet: Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for Skin Lesion Diagnosis. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Iván González-Díaz, Jenny Benois-Pineau, Jean-Philippe Domenger, Daniel Cattaert, Aymar de Rugy
Perceptually-guided deep neural networks for ego-action prediction: Object grasping. Pattern Recognit. 88 (2019)
Miguel Molina-Moreno, Iván González-Díaz, Fernando Díaz-de-María
Efficient Scale-Adaptive License Plate Detection System. IEEE Trans. Intell. Transp. Syst. 20 (6) (2019)
Eduardo Pla-Sacristán, Iván González-Díaz, Tomás Martínez-Cortés, Fernando Díaz-de-María
Finding landmarks within settled areas using hierarchical density-based clustering and meta-data from publicly available images. Expert Syst. Appl. 123 (2019)
Javier López-Labraca, Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María, Ángel Pizarro
Enriched dermoscopic-structure-based cad system for melanoma diagnosis. Multim. Tools Appl. 77 (10) (2018)
Fernando Fernández Martínez, René Arnulfo García-Hernández, Miguel Angel Fernandez-Torres, Iván González-Díaz, Álvaro García-Faura, Fernando Díaz-de-María
Exploiting visual saliency for assessing the impact of car commercials upon viewers. Multim. Tools Appl. 77 (15) (2018)
Iván González-Díaz, Jenny Benois-Pineau, Jean-Philippe Domenger, Aymar de Rugy
Perceptually-guided Understanding of Egocentric Video Content: Recognition of Objects to Grasp. ICMR (2018)
Tomás Martínez-Cortés, Iván González-Díaz, Fernando Díaz-de-María
Automatic Learning of Image Representations Combining Content and Metadata. ICIP (2018)
Iván González-Díaz, Murat Birinci, Fernando Díaz-de-María, Edward J. Delp
Neighborhood Matching for Image Retrieval. IEEE Trans. Multim. 19 (3) (2017)
Iván González-Díaz
Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin Lesions. CoRR (2017)
Iván González-Díaz, Vincent Buso, Jenny Benois-Pineau
Perceptual modeling in the problem of active object recognition in visual scenes. Pattern Recognit. 56 (2016)
Miguel Angel Fernandez-Torres, Iván González-Díaz, Fernando Díaz-de-María
A probabilistic topic approach for context-aware visual attention modeling. CBMI (2016)
Iván González-Díaz, Tomás Martínez-Cortés, Ascensión Gallardo-Antolín, Fernando Díaz-de-María
Temporal segmentation and keyframe selection methods for user-generated video search-based annotation. Expert Syst. Appl. 42 (1) (2015)
Vincent Buso, Iván González-Díaz, Jenny Benois-Pineau
Object recognition with top-down visual attention modeling for behavioral studies. ICIP (2015)
Vincent Buso, Iván González-Díaz, Jenny Benois-Pineau
Goal-oriented top-down probabilistic visual attention model for recognition of manipulated objects in egocentric videos. Signal Process. Image Commun. 39 (2015)
Tomás Martínez-Cortés, Miguel Angel Fernandez-Torres, Amaya Jimenez-Moreno, Iván González-Díaz, Fernando Díaz-de-María, Juan Adan Guzmán-De-Villoria, Pilar Fernández
A Bayesian model for brain tumor classification using clinical-based features. ICIP (2014)
Iván González-Díaz, Carlos E. Baz-Hormigos, Fernando Díaz-de-María
A Generative Model for Concurrent Image Retrieval and ROI Segmentation. IEEE Trans. Multim. 16 (1) (2014)
Fernando de-la-Calle-Silos, Iván González-Díaz, Fernando Díaz-de-María
Mid-level feature set for specific event and anomaly detection in crowded scenes. ICIP (2013)
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
IRIM at TRECVID 2013 : Semantic Indexing and Instance Search. TRECVID (2013)
Iván González-Díaz, Fernando Díaz-de-María
A region-centered topic model for object discovery and category-based image segmentation. Pattern Recognit. 46 (9) (2013)
Iván González-Díaz, Vincent Buso, Jenny Benois-Pineau, Guillaume Bourmaud, Rémi Mégret
Modeling instrumental activities of daily living in egocentric vision as sequences of active objects and context for alzheimer disease research. MIIRH@ACM Multimedia (2013)
Iván González-Díaz, Carlos E. Baz-Hormigos, Moises Berdonces, Fernando Díaz-de-María
A generative model for concurrent image retrieval and ROI segmentation. CBMI (2012)
D. Munoz-Mejias, Iván González-Díaz, Fernando Díaz-de-María
A low-complexity pre-processing system for restoring low-quality QR code images. IEEE Trans. Consumer Electron. 57 (3) (2011)
Iván González-Díaz, Vanessa Gómez-Verdejo, Fernando Díaz-de-María, Jerónimo Arenas-García
UC3M AT TRECVID 2010 Semantic Indexing Task. TRECVID (2010)
Iván González-Díaz, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Fernando Díaz-de-María, Jerónimo Arenas-García
UC3M AT TRECVID 2009. TRECVID (2009)
Iván González-Díaz, Dario García-García, Fernando Díaz-de-María
A spatially aware generative model for image classification, topic discovery and segmentation. ICIP (2009)
Iván González-Díaz, Fernando Díaz-de-María
Adaptive Multipattern Fast Block-Matching Algorithm Based on Motion Classification Techniques. IEEE Trans. Circuits Syst. Video Technol. 18 (10) (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
UC3M High Level Feature Extraction at TRECVID 2008. TRECVID (2008)
Iván González-Díaz, Kevin McGuinness, Tomasz Adamek, Noel E. O'Connor, Fernando Díaz-de-María
Incorporating spatio-temporal mid-level features in a region segmentation algorithm for video sequences. ICIP (2008)
Iván González-Díaz, Fernando Díaz-de-María
Improved Motion Classification Techniques for Adaptive Multi-Pattern Fast Block-Matching Algorithm. ICIP (2) (2007)
Sergio Sanz Rodríguez, Manuel de-Frutos-López, Iván González-Díaz, Jesús Cid-Sueiro
A Rate Control Algorithm for Low-Delay H.264 Video Coding with Stored-B Pictures. ICASSP (1) (2007)
Iván González-Díaz, Manuel de-Frutos-López, Sergio Sanz Rodríguez
Adaptive Multi-Pattern Fast Block-Matching Algorithm Based on Motion Classification Techniques. ICASSP (1) (2007)