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20242026
most citedInfinigen Indoors: Photorealistic Indoor Scenes using Procedural Generation

1 citations · 1 across the 6 of their papers we have counts for

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cs.CV2026

SeeGroup: Multi-Layer Depth Estimation of Transparent Surfaces via Self-Determined Grouping

Hongyu Wen, Jia Deng

Transparent objects are common in daily life, and it is important to understand their multilayer depth, including the transparent surface and the objects behind it. Existing method…

cs.CV2026

ProcFunc: Function-Oriented Abstractions for Procedural 3D Generation in Python

Alexander Raistrick, Karhan Kayan, Jack Nugent +8

We introduce ProcFunc, a library for Blender-based procedural 3D generation in Python. ProcFunc provides a library of easy-to-use Python functions, which streamline creating, combi…

cs.CV2026

Zero-Shot Depth from Defocus

Yiming Zuo, Hongyu Wen, Venkat Subramanian +5

Depth from Defocus (DfD) is the task of estimating a dense metric depth map from a focus stack. Unlike previous works overfitting to a certain dataset, this paper focuses on the ch…

cs.CV2025

Seeing and Seeing Through the Glass: Real and Synthetic Data for Multi-Layer Depth Estimation

Hongyu Wen, Yiming Zuo, Venkat Subramanian +2

Transparent objects are common in daily life, and understanding their multi-layer depth information -- perceiving both the transparent surface and the objects behind it -- is cruci…

cs.CV2024

LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-Layer Optical Flow

Hongyu Wen, Erich Liang, Jia Deng

Achieving 3D understanding of non-Lambertian objects is an important task with many useful applications, but most existing algorithms struggle to deal with such objects. One major…

cs.CV2024★ 1 cited

Infinigen Indoors: Photorealistic Indoor Scenes using Procedural Generation

Alexander Raistrick, Lingjie Mei, Karhan Kayan +9

We introduce Infinigen Indoors, a Blender-based procedural generator of photorealistic indoor scenes. It builds upon the existing Infinigen system, which focuses on natural scenes,…