Concept
Harris affine region detector
Publications associées (100)
Domain adaptation via alignment of operation profile for Remaining Useful Lifetime prediction
Olga Fink, Ismail Nejjar, Mengjie Zhao
Effective Prognostics and Health Management (PHM) relies on accurate prediction of the Remaining Useful Life (RUL). Data-driven RUL prediction techniques rely heavily on the representativeness of the available time-to-failure trajectories. Therefore, these ...
2024Incorporating Projective Geometry into Deep Learning
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 vision systems. This is an interesting research question which contradicts the ...
EPFL2024Tracking Adaptation to Improve SuperPoint for 3D Reconstruction in Endoscopy
Endoscopy is the gold standard procedure for early detection and treatment of numerous diseases. Obtaining 3D reconstructions from real endoscopic videos would facilitate the development of assistive tools for practitioners, but it is a challenging problem ...
Springer2023Influence de la texture périurbaine sur la durabilité d’un quartier
Le présent chapitre a pour objectif d’évaluer la durabilité des neuf visions développées dans le cadre de l’atelier de projet du Prof. Emmanuel Rey pour la création d’une nouvelle polarité périurbaine à proximité immédiate du terminus de la ligne Lausanne- ...
Presses polytechniques et universitaires romandes2022Image-based geometric digital twinning for stone masonry elements
Katrin Beyer, Bryan German Pantoja Rosero, Savvas Saloustros
We present an image-based pipeline for generating geometrical digital twins (GDTs) of stone masonry elements with detail down to the stone level. For this purpose, we acquire RGB images of the individual stones and of the wall during the construction phase ...
2022Gradient-based Methods for Deep Model Interpretability
In this dissertation, we propose gradient-based methods for characterizing model behaviour for the purposes of knowledge transfer and post-hoc model interpretation. Broadly, gradients capture the variation of some output feature of the model upon unit vari ...
EPFL2021Agito ergo sum: Correlates of spatio-temporal motion characteristics during fMRI
Dimitri Nestor Alice Van De Ville, Thomas William Arthur Bolton
The impact of in-scanner motion on functional magnetic resonance imaging (fMRI) data has a notorious reputation in the neuroimaging community. State-of-the-art guidelines advise to scrub out excessively corrupted frames as assessed by a composite framewise ...
ACADEMIC PRESS INC ELSEVIER SCIENCE2020Nouvelles polarités suburbaines : comment comparer des visions projectuelles sous l'angle de leur profil de durabilité ?
La dimension holistique inhérente au concept de durabilité a induit des transformations radicales dans les pratiques architecturales et urbanistiques. La complexité croissante qui en découle entraîne la nécessité, pour les professionnels de l'espace, de di ...
2019