Hi3D: Pursuing high-resolution image-to-3D generation with video diffusion models

• Main Authors: YANG, Haibo, CHEN, Yang, PAN, Yingwei, YAO, Ting, CHEN, Zhineng, NGO, Chong-wah, MEI, Tao
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: high resolution; image-to-3d generation; video diffusion model; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/9871; https://ink.library.smu.edu.sg/context/sis_research/article/10871/viewcontent/2409.07452v1.pdf
• Institution: Singapore Management University

Despite having tremendous progress in image-to-3D generation, existing methods still struggle to produce multi-view consistent images with high-resolution textures in detail, especially in the paradigm of 2D diffusion that lacks 3D awareness. In this work, we present High-resolution Image-to-3D mode...