SKED: Sketch-guided Text-based 3D Editing

Mikaeili, Aryan; Perel, Or; Cohen–Or, Daniel; Mahdavi-Amiri, Ali

doi:10.48550/arxiv.2303.10735

Cited by 1 publication

(1 citation statement)

References 51 publications

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“…Recently, thanks to the development of score distillation sampling technique, text-guided editing has emerged as a promising direction with great potential. SKED (Mikaeili et al 2023) possesses the capability to edit 3D scenes with multi-view sketches. Latent-NeRF (Metzer et al 2023) and Fantasia3D (Chen et al 2023) realize sketchshape guidance by relaxed geometric constraints.…”

Section: Related Workmentioning

confidence: 99%

FocalDreamer: Text-Driven 3D Editing via Focal-Fusion Assembly

Li,

Dou,

Shi

et al. 2024

AAAI

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While text-3D editing has made significant strides in leveraging score distillation sampling, emerging approaches still fall short in delivering separable, precise and consistent outcomes that are vital to content creation. In response, we introduce FocalDreamer, a framework that merges base shape with editable parts according to text prompts for fine-grained editing within desired regions. Specifically, equipped with geometry union and dual-path rendering, FocalDreamer assembles independent 3D parts into a complete object, tailored for convenient instance reuse and part-wise control. We propose geometric focal loss and style consistency regularization, which encourage focal fusion and congruent overall appearance. Furthermore, FocalDreamer generates high-fidelity geometry and PBR textures which are compatible with widely-used graphics engines. Extensive experiments have highlighted the superior editing capabilities of FocalDreamer in both quantitative and qualitative evaluations.

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Section: Related Workmentioning

confidence: 99%