Co-author Network
Co-researcher Network
sample of publications
-
articles
- A self-supervised embedding of cell migration features for behavior discovery over cell populations. Computer Methods and Programs in Biomedicine. 255:1-15. 2024
- URI-CADS: A Fully Automated Computer-Aided Diagnosis System for Ultrasound Renal Imaging.. Journal of Imaging Informatics in Medicine. 2024:1-17. 2024
- An interpretable CNN-based CAD system for skin lesion diagnosis. Artificial Intelligence in Medicine. 132:1-13. 2022
- ACME: Automatic feature extraction for cell migration examination through intravital microscopy imaging. MEDICAL IMAGE ANALYSIS. 77:1-19. 2022
- Behavioural immune landscapes of inflammation. NATURE. 601:415-421. 2022
- Training deep retrieval models with noisy datasets: Bag exponential loss. PATTERN RECOGNITION. 112:1-13. 2021
- 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
- Learning RL policies for anticipative assistive robots by simulating human-robot interactions in real scenarios using egocentric videos 2023
- Automatic learning of image representations combining content and metadata. 1972-1976. 2018
- Perceptually-guided Understanding of Egocentric Video Content: Recognition of Objects to Grasp. 434-441. 2018
- A probabilistic topic approach for context-aware visual attention modeling. 1-6. 2016
- Object recognition with top-down visual attention modeling for behavioral studies. 4431-4435. 2015
- A Bayesian model for brain tumor classification using clinical-based features. 2779-2783. 2014
- Mid-level feature set for specific event and anomaly detection in crowded scenes. 4001-4005. 2013
- Modeling instrumental activities of daily living in egocentric vision as sequences of active objects and context for alzheimer disease research. 11-14. 2013
- A generative model for concurrent image retrieval and ROI segmentationn. 90-95. 2012
- Incorporating Spatio-Temporal Mid Level Features in a Region Segmentation Algorithm for Video Sequences 2008
- UC3M High Level Feature Extraction at TRECVID 2008 2008
-
theses