Get 3D scene from one RGB image when trained on RGBD images using with D2-DRDF

Get 3D scene from one RGB image when trained on RGBD images using with D2-DRDF

Learning to Predict Scene-Level Implicit 3D from Posed RGBD Data

arXiv paper abstract https://arxiv.org/abs/2306.08671

arXiv PDF paper https://arxiv.org/pdf/2306.08671.pdf

... introduce a method that can learn to predict scene-level implicit functions for 3D reconstruction from posed RGBD data.

At test time, ... system maps a previously unseen RGB image to a 3D reconstruction of a scene via implicit functions.

While implicit functions for 3D reconstruction have often been tied to meshes, ... show that ... can train one using only a set of posed RGBD images.

This setting may help 3D reconstruction unlock the sea of accelerometer+RGBD data that is coming with new phones.

... system, D2-DRDF, can match and sometimes outperform current methods that use mesh supervision and shows better robustness to sparse data.

Please like and share this post if you enjoyed it using the buttons at the bottom! Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact Web site with my other posts by category https://morrislee1234.wixsite.com/website LinkedIn https://www.linkedin.com/in/morris-lee-47877b7b #ComputerVision #3D #AINewsClips #AI #ML #ArtificialIntelligence #MachineLearning