Oliver Parera, Maria (Date of defense: 2018-10-17)
In this thesis we aim at analyzing images and videos at the object level, with the goal of decomposing the scene into complete objects that move and interact among themselves. The thesis is divided in ...
Shenoy Kadandale, Venkatesh (Date of defense: 2022-09-08)
A typical music audio consists of different sounds spread across voices and musical instruments. We propose a low-cost deep learning (DL) method for simultaneously isolating multiple sound sources ...
Palomares, Roberto P. (Date of defense: 2017-04-06)
Motion estimation plays a key role in many of the image processing and computer vision problems. This thesis addresses the problem of recovering a dense motion field from a scene through the Calculus ...
Arbués Sangüesa, Adrià (Date of defense: 2021-10-08)
Although tracking data have completely revolutionized the whole data science paradigm in sports competitions with the largest economic resources, its use in a European context is still unexplored. In ...
Slizovskaia, Olga (Date of defense: 2020-10-21)
In music perception, the information we receive from a visual system and audio system is often complementary. Moreover, visual perception plays an important role in the overall experience of being exposed ...
Montesinos García, Juan Felipe (Date of defense: 2023-03-31)
Nuestro cerebro tiene la habilidad innata de aislar diferentes sonidos en ambientes ruidosos (Efecto de fiesta de coctel), así como de entender la relación entre aquello que vemos y oímos. Esta tesis ...