logo
科言猫学术研究的AI总结
language
手机端手机端
  • Phone Feature微信小程序
简体中文简体中文
notice消息通知
博客博客
delete
arrow
返回

Recent Trends in Inverse Rendering

delete2026-09-19
delete0
delete
OA
AI
S
Shakir Ullah *
F
Fabio Pellacini *
A
Andrea Giachetti *
DOI：10.1111/cgf.70592delete
delete原文链接
delete分享
delete收藏
查看原文
摘要

摘要

En 中文
逆渲染是从一个或多个观测图像中恢复场景几何、材料属性和光照的问题。近年来，它取得了快速进展，这得益于可微分渲染、神经场景表示和生成先验的进步。本文对2020年至2025年间发表的逆渲染方法进行了全面综述。与以往主要关注新视角合成且不明确分解材料和光照的神经渲染综述不同，也与主要关注图像层面反射率和明暗分离的固有图像分解综述不同，我们专注于旨在解决完整逆渲染问题的方法。我们使用结构化分类法对调查的方法进行组织，该方法根据输入和输出表示、计算策略和评估协议对方法进行分类。我们进一步分析了常用数据集、评估策略和性能权衡，并从准确性、效率和泛化能力方面讨论了现有方法的优缺点。最后，我们识别了开放性挑战，包括材料和光照解耦的不适定性、联合评估缺乏标准化基准，以及对下游应用（如重光照和场景编辑）的探索有限。
Keyword:
3D modelling
3D rendering
artificial intelligence
computer graphics
computer science
image formation
image-based modelling and rendering
inverse problem
visual computing
AI总结

AI总结

对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。

期刊

Computer Graphics Forum 封面图
Computer Graphics Forum
IF:
2.9
论文数:
562
被引数:
1.1W

机构

U
university of modena and reggio emilia
学者数:
1.1K
论文数: 501
被引数: 0
U
university of verona
学者数:
2.7K
论文数: 1.1K
被引数: 0
引用论文

引用论文

Deep Compositional Denoising for High‐quality Monte Carlo Rendering
errComputer Graphics Forum
IF0
err2021-07-15
err0
PREAI
errXianyao Zhang; Marco Manzi; Thijs Vogels; Henrik Dahlberg; Markus Gross; Marios Papas
err分享
err收藏
Dr.Jit: A Just-In-Time Compiler for Differentiable Rendering
errACM TRANSACTIONS ON GRAPHICS
IF9.5
err2022-07-22
err61
errOAAI
errJakob, Wenzel; Speierer, Sebastien; Roussel, Nicolas; Vicini, Delio
err分享
err收藏
Efficient BRDF importance sampling using a factored representation
errACM TRANSACTIONS ON GRAPHICS
IF9.5
err2004-08-01
err120
PREAI
errLawrence, J; Rusinkiewicz, S; Ramamoorthi, R
err分享
err收藏
Learning to Reconstruct Shape and Spatially-Varying Reflectance from a Single Image学习从单个图像重建形状和空间变化的反射率
errACM TRANSACTIONS ON GRAPHICS
IF9.5
err2018-12-04
err121
PREAI
errLi, Zhengqin; Xu, Zexiang; Ramamoorth, Ravi; Sunkavalli, Kalyan; Chandraker, Manmohan
err分享
err收藏
Diffusion Posterior Illumination for Ambiguity-aware Inverse Rendering用于模糊感知逆绘制的扩散后验照明
errACM TRANSACTIONS ON GRAPHICS
IF9.5
err2023-12-05
err3
errOAAI
errLyu, Linjie; Tewari, Ayush; Habermann, Marc; Saito, Shunsuke; Zollhofer, Michael; Leimkuehler, Thomas; Theobalt, Christian
err分享
err收藏
State of the Art on 3D Reconstruction with RGB‐D Cameras
errComputer Graphics Forum
IF0
err2018-05-22
err0
PREAI
errMichael Zollhöfer; Patrick Stotko; Andreas Görlitz; Christian Theobalt; Matthias Nießner; Reinhard Klein; Andreas Kolb
err分享
err收藏
A Survey of Photometric Stereo Techniques
errFoundations and Trends® in Computer Graphics and Vision
IF0
err2015-01-01
err0
errOAAI
errJens Ackermann; Michael Goesele
err分享
err收藏
Tanks and Temples: Benchmarking Large-Scale Scene Reconstruction坦克和寺庙: 大规模场景重建的基准
errACM TRANSACTIONS ON GRAPHICS
IF9.5
err2017-07-20
err636
PREAI
errKnapitsch, Arno; Park, Jaesik; Zhou, Qian-Yi; Koltun, Vladlen
err分享
err收藏
Differentiable Signed Distance Function Rendering
errACM TRANSACTIONS ON GRAPHICS
IF9.5
err2022-07-22
err64
PREAI
errVicini, Delio; Speierer, Sebastien; Jakob, Wenzel
err分享
err收藏
Differentiable Light Transport with Gaussian Surfels via Adapted Radiosity for Efficient Relighting and Geometry Reconstruction基于高斯曲面片的可微分光传输，通过自适应辐射度实现高效重光照和几何重建
errACM Transactions on Graphics
IF0
err2025-12-01
err0
PREAI
errJiang,Kaiwen; Sun,Jia-Mu; Li,Zilu; Wang,Dan; Li,Tzu-Mao; Ramamoorthi,Ravi
err分享
err收藏
学者 查看更多内容