The 3D point cloud (3DPC) has significantly evolved and benefited from the advance of
deep learning (DL). However, the latter faces various issues, including the lack of data or …

Diffusion models generating images conditionally on text, such as Dall-E 2 and Stable
Diffusion, have recently made a splash far beyond the computer vision community. Here, we …

We scrutinise an important observation plaguing scene-level sketch research--that a
significant portion of scene sketches are" partial". A quick pilot study reveals:(i) a scene …

We present a novel, to the best of our knowledge, patch-based approach for depth
regression from defocus blur. Most state-of-the-art methods for depth from defocus (DFD) …

In this thesis we explore the applications of projective geometry, a mathematical theory of
the relation between 3D scenes and their 2D images, in modern learning-based computer …

Nous présentons une nouvelle approche de régression de la profondeur exploitant le flou
de défocalisation dans des patchs d'image. La plupart des méthodes dites de Depth from …