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The 3D scene editing method based on neural implicit field has gained wideattention. It has achieved excellent results in 3D editing tasks. However,existing methods often blend the interaction between objects and sceneenvironment. The change of scene appearance like shadows is failed to bedisplayed in the rendering view. In this paper, we propose an Object and Sceneenvironment Interaction aware (OSI-aware) system, which is a novel two-streamneural rendering system considering object and scene environment interaction.To obtain illuminating conditions from the mixture soup, the systemsuccessfully separates the interaction between objects and scene environment byintrinsic decomposition method. To study the corresponding changes to the sceneappearance from object-level editing tasks, we introduce a depth map guidedscene inpainting method and shadow rendering method by point matching strategy.Extensive experiments demonstrate that our novel pipeline produce reasonableappearance changes in scene editing tasks. It also achieve competitiveperformance for the rendering quality in novel-view synthesis tasks.

Neural Implicit Field Editing Considering Object-environment Interaction