Get 3D scene from from one image by integrate each reconstruct 3D object into scene with Gen3DSR
Get 3D scene from from one image by integrate each reconstruct 3D object into scene with Gen3DSR
Generalizable 3D Scene Reconstruction via Divide and Conquer from a Single View
arXiv paper abstract https://arxiv.org/abs/2404.03421
arXiv PDF paper https://arxiv.org/pdf/2404.03421.pdf
Project page https://andreeadogaru.github.io/Gen3DSR
Single-view 3D reconstruction is ... from two ... perspectives: reconstruction of scenes with limited diversity using 3D data supervision or reconstruction of diverse singular objects using large image priors.
... therefore propose a hybrid method following a divide-and-conquer strategy.
... first process the scene holistically, extracting depth and semantic information, and then leverage a single-shot object-level method for ... reconstruction of individual components.
By following a compositional processing approach, the overall framework achieves full reconstruction of complex 3D scenes from a single image.
... design ... pipeline to be highly modular by carefully integrating specific procedures for each processing step, without requiring an end-to-end training of the whole system.
... demonstrate the reconstruction performance of ... approach on both synthetic and real-world scenes, comparing favorable against prior works ...
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
Comments