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Janarbek Matai

2 accepted papers

2023

Factorized Inverse Path Tracing for Efficient and Accurate Material-Lighting Estimation

ICCV 2023oral

Inverse path tracing has recently been applied to joint material and lighting estimation, given geometry and multi-view HDR observations of an indoor scene. However, it has two major limitations: path tracing is expensive to compute, and ambiguities exist between reflection and emission. Our Facto…

Cited by 14PDFcodeScholar
2022

IRISformer: Dense Vision Transformers for Single-Image Inverse Rendering in Indoor Scenes

CVPR 2022oral

Indoor scenes exhibit significant appearance variations due to myriad interactions between arbitrarily diverse object shapes, spatially-changing materials, and complex lighting. Shadows, highlights, and inter-reflections caused by visible and invisible light sources require reasoning about long-rang…

Cited by 46PDFcodeScholar