Co-author Network

Co-researcher Network

GONZALEZ DIAZ, IVAN Close

category: Visiting Professor

https://orcid.org/0000-0003-4644-8479

Positions

Academic Department : Signal Theory and Communications
Research Group : Multimedia Processing Group

Contact Info

igonzalez@tsc.uc3m.es >> Other Contact Information

Publications
Projects
Other

sample of publications

articles
- Efficient scale-adaptive license plate detection system. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. 20:2109-2121. 2019
- Finding landmarks within settled areas using hierarchical density-based clustering and meta-data from publicly available images. EXPERT SYSTEMS WITH APPLICATIONS. 123:315-327. 2019
- Probabilistic Topic Model for Context-Driven Visual Attention Understanding. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. 30:1653-1667. 2019
- Perceptually-guided deep neural networks for ego-action prediction: Object grasping. PATTERN RECOGNITION. 88:223-235. 2019
- DermaKNet: Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for Skin Lesion Diagnosis. IEEE Journal of Biomedical and Health Informatics. 23:547-559. 2019
- Exploiting visual saliency for assessing the impact of car commercials upon viewers. MULTIMEDIA TOOLS AND APPLICATIONS. 77:18903-18933. 2018
- Enriched dermoscopic-structure-based cad system for melanoma diagnosis. MULTIMEDIA TOOLS AND APPLICATIONS. 77:12171-12202. 2018
- Neighborhood Matching for Image Retrieval. IEEE TRANSACTIONS ON MULTIMEDIA. 19:544-558. 2017
- Perceptual modeling in the problem of active object recognition in visual scenes. PATTERN RECOGNITION. 56:129-141. 2016
- Goal-oriented top-down probabilistic visual attention model for recognition of manipulated objects in egocentric videos. SIGNAL PROCESSING-IMAGE COMMUNICATION. 39:418-431. 2015
- Temporal segmentation and keyframe selection methods for user-generated video search-based annotation. EXPERT SYSTEMS WITH APPLICATIONS. 42:488-502. 2015
- A Generative Model for Concurrent Image Retrieval and ROI Segmentation. IEEE TRANSACTIONS ON MULTIMEDIA. 16:169-183. 2014
- A region-centered topic model for object discovery and category-based image segmentation. PATTERN RECOGNITION. 46:2437-2449. 2013
- A Low-Complexity Pre-Processing System for Restoring Low-Quality QR Code Images. IEEE TRANSACTIONS ON CONSUMER ELECTRONICS. 57:1320-1328. 2011
- Adaptive Multipattern Fast Block-Matching Algorithm Based on Motion Classification Techniques. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. 18:1369-1382. 2008
book chapters
- Recognition of instrumental activities of daily living in egocentric video for activity monitoring of patients with dementia. In: Health monitoring and personalized feedback using multimedia data. SPRINGER. 161-178. 2015
- Fusion of Multiple Visual Cues for Object Recognition in Videos. In: Fusion in Computer Vision : Understanding Complex Visual Content. SPRINGER. 79-107. 2014
conference contributions
thesis
- Generative models for image segmentation and representation