42 citations · 44 across the 5 of their papers we have counts for
5 papers
Φeat: Physically Grounded Material Feature Representation
Giuseppe Vecchio, Adrien Kaiser, Claudia Cuttano +4
While foundation models have emerged as general-purpose visual backbones, their representations are primarily optimized for semantics and lack explicit modeling of physical factors…
MultiMat: Multimodal Program Synthesis for Procedural Materials using Large Multimodal Models
Jonas Belouadi, Tamy Boubekeur, Adrien Kaiser
Material node graphs are programs that generate the 2D channels of procedural materials, including geometry such as roughness and displacement maps, and reflectance such as albedo…
ControlMat: A Controlled Generative Approach to Material Capture
Giuseppe Vecchio, Rosalie Martin, Arthur Roullier +4
Material reconstruction from a photograph is a key component of 3D content creation democratization. We propose to formulate this ill-posed problem as a controlled synthesis one, l…
Geometric Proxies for Live RGB-D Stream Enhancement and Consolidation
Adrien Kaiser, José Alonso Ybanez Zepeda, Tamy Boubekeur
We propose a geometric superstructure for unified real-time processing of RGB-D data. Modern RGB-D sensors are widely used for indoor 3D capture, with applications ranging from mod…
Plane Pair Matching for Efficient 3D View Registration
Adrien Kaiser, José Alonso Ybanez Zepeda, Tamy Boubekeur
We present a novel method to estimate the motion matrix between overlapping pairs of 3D views in the context of indoor scenes. We use the Manhattan world assumption to introduce li…