Outputs (628)
´The Erotic Films of Bigas Luna´, invited talk at the University of Stirling Arts and Humanities Research Seminar Series, 13 November 2019. (2019)
Presentation / Conference Contribution
Coarse annotation refinement for segmentation of dot-matrix batchcodes (2019)
Presentation / Conference Contribution
Deep Convolutional Neural Networks (CNN) have been extensively applied in various computer vision tasks. Although such approaches have demonstrated exceptionally high performance in various open challenges, adapting them to more specialised tasks can... Read More about Coarse annotation refinement for segmentation of dot-matrix batchcodes.
Style Augmentation: Data Augmentation via Style Randomization (2019)
Presentation / Conference Contribution
We introduce style augmentation, a new form of data augmentation based on random style transfer, for improving the robustness of Convolutional Neural Networks (CNN) over both classification and regression based tasks. During training, style augmentat... Read More about Style Augmentation: Data Augmentation via Style Randomization.
La trilogía ibérica de Bigas Luna, invited talk at the University of Vienna, 15 May 2019. (2019)
Presentation / Conference Contribution
On the use of neural text generation for the task of optical character recognition (2019)
Presentation / Conference Contribution
Optical Character Recognition (OCR), is extraction of textual data from scanned text documents to facilitate their indexing, searching, editing and to reduce storage space. Although OCR systems have improved significantly in recent years, they still... Read More about On the use of neural text generation for the task of optical character recognition.
´El legado de Bigas Luna´, talk at the Insituto Cervantes Vienna, 16 May 2019. (2019)
Presentation / Conference Contribution
'1980s Spanish Cinema, la movida and el destape' (2019)
Presentation / Conference Contribution
Curvilinear structure enhancement by multiscale top-hat tensor in 2D/3D images (2018)
Presentation / Conference Contribution
Analysing social media as a hybrid tool to detect and interpret likely radical behavioural traits for national security (2019)
Presentation / Conference Contribution
The study of National Security and its associated considerations is a sensitive and complex paradigm. It encapsulates both the protection of the territorial integrity and sovereignty of a state, as well as guaranteeing the security of its population.... Read More about Analysing social media as a hybrid tool to detect and interpret likely radical behavioural traits for national security.
TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text (2018)
Presentation / Conference Contribution
—Text recognition of scanned documents is usually dependent upon the type of text, being handwritten or machine-printed. Accordingly, the recognition involves prior classification of the text category, before deciding on the recognition method to be... Read More about TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text.
Visual siamese clustering for cosmetic product recommendation (2018)
Presentation / Conference Contribution
We investigate the problem of a visual similarity-based recommender system, where cosmetic products are recommended based on the preferences of people who share similarity of visual features. In this work we train a Siamese convolutional neural netwo... Read More about Visual siamese clustering for cosmetic product recommendation.
Uses and abuses of the male body in contemporary film and media, Keynote address at the ´Bodies and Embodiment´ Oxford MML Graduate Network Conference, Oxford University, 24 June 2019. (2019)
Presentation / Conference Contribution
2D and 3D vascular structures enhancement via multiscale fractional anisotropy tensor (2018)
Presentation / Conference Contribution
Combining mathematical morphology and the Hilbert transform for fully automatic nuclei detection in fluorescence microscopy (2019)
Presentation / Conference Contribution
Género y carnalidad en la obra fílmica de Bigas Luna. Invited talk at the Cátedra Amiguetti, Arts Faculty, Universidad de Costa Rica, 22 August 2018. (2018)
Presentation / Conference Contribution
Eroticism, Food, Spirituality: The Films of Bigas Luna. Invited public talk at The University of Melbourne, Australia (24 April 2018). (2018)
Presentation / Conference Contribution
Phenotypic profiling of high throughput imaging screens with generic deep convolutional features (2019)
Presentation / Conference Contribution