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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



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 ...



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