Envision3D introduces a novel method for generating high-quality 3D content from a single image. The framework decomposes the task into two stages: anchor views generation and interpolation. By leveraging diffusion models, Envision3D produces dense, multi-view consistent images with comprehensive 3D information. A coarse-to-fine sampling strategy is employed for robust textured mesh extraction. Extensive experiments demonstrate superior performance over baseline methods in terms of texture and geometry.
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by Yatian Pang,... alle arxiv.org 03-15-2024
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