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DTSTAMP:20240214T070240Z
LOCATION:Darling Harbour Theatre\, Level 2 (Convention Centre)
DTSTART;TZID=Australia/Melbourne:20231212T093000
DTEND;TZID=Australia/Melbourne:20231212T124500
UID:siggraphasia_SIGGRAPH Asia 2023_sess209_papers_565@linklings.com
SUMMARY:Anti-Aliased Neural Implicit Surfaces with Encoding Level of Detai
 l
DESCRIPTION:Technical Papers\n\nYiyu Zhuang (Nanjing University); Qi Zhang
  and Ying Feng (Tencent); Hao Zhu and Yao Yao (Nanjing University); Xiaoyu
  Li, Yan-Pei Cao, and Ying Shan (Tencent); and Xun Cao (Nanjing University
 )\n\nWe present LoD-NeuS, an efficient neural representation for high-freq
 uency geometry detail recovery and anti-aliased novel view rendering. Draw
 ing inspiration from voxel-based representations with the level of detail 
 (LoD), we introduce a multi-scale tri-plane-based scene representation tha
 t is capable of capturing the LoD of the signed distance function (SDF) an
 d the space radiance. Our representation aggregates space features from a 
 multi-level convolved featurization within a conical frustum along a ray a
 nd optimizes the LoD feature volume through differentiable rendering. Addi
 tionally, we propose an error-guided sampling strategy to guide the growth
  of the SDF during the optimization. Both qualitative and quantitative eva
 luations demonstrate that our method achieves superior surface reconstruct
 ions and photorealistic view synthesis compared to state-of-the-art approa
 ches.\n\nRegistration Category: Full Access, Enhanced Access, Trade Exhibi
 tor, Experience Hall Exhibitor
URL:https://asia.siggraph.org/2023/full-program?id=papers_565&sess=sess209
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