I am a PhD student in Computer Vision and Machine Learning in the IMAGINE team of Ecole des Ponts Paristech in Paris. I am working on 3D Scene Understanding from images under the supervision of Prof. Vincent Lepetit, with a current focus on 3D Geometry Estimation. Our goal is to extract from images several components that are relevant for Scene Understanding and exploit relationships between those.