Semantic Art Understanding

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Video Retrieval

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Parking Detection

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Heart Rate Estimation

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Semantic Art Understanding


In this project, we aim to find textual and visual embeddings for understanding images of fine-art paintings in a semantic way.


Publications

Video Retrieval


This project was part of my PhD thesis. Here, we use query images to find and retrieve segments of videos in large-scale video collections.


Publications

Parking Detection


This project addresses the problem of detecting and classifying parking spaces in either car parks or in the street using 3D reconstruction techniques and feature analysis. The project was conducted at G@TV group at Universidad Politecnica de Madrid and it was funded by the Spanish Industry, Tourism and Commerce Council and the ERDF (reference TSI-020100-2011-57).


Publications

Heart Rate Estimation


My first computer vision related project conducted at Gradiant as my final undergrad project. We implemented a system to estimate the heart rate of a person by using facial video information.


Publications