Deep learning for hdr imaging: State-of-the-art and future trends

L Wang, KJ Yoon - IEEE transactions on pattern analysis and …, 2021 - ieeexplore.ieee.org
High dynamic range (HDR) imaging is a technique that allows an extensive dynamic range
of exposures, which is important in image processing, computer graphics, and computer …

Objectstitch: Object compositing with diffusion model

Y Song, Z Zhang, Z Lin, S Cohen… - Proceedings of the …, 2023 - openaccess.thecvf.com
Object compositing based on 2D images is a challenging problem since it typically involves
multiple processing stages such as color harmonization, geometry correction and shadow …

Editable scene simulation for autonomous driving via collaborative llm-agents

Y Wei, Z Wang, Y Lu, C Xu, C Liu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Scene simulation in autonomous driving has gained significant attention because of its huge
potential for generating customized data. However existing editable scene simulation …

Neural fields meet explicit geometric representations for inverse rendering of urban scenes

Z Wang, T Shen, J Gao, S Huang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Reconstruction and intrinsic decomposition of scenes from captured imagery would enable
many applications such as relighting and virtual object insertion. Recent NeRF based …

Learning to predict indoor illumination from a single image

MA Gardner, K Sunkavalli, E Yumer, X Shen… - arxiv preprint arxiv …, 2017 - arxiv.org
We propose an automatic method to infer high dynamic range illumination from a single,
limited field-of-view, low dynamic range photograph of an indoor scene. In contrast to …

Inverse rendering for complex indoor scenes: Shape, spatially-varying lighting and svbrdf from a single image

Z Li, M Shafiei, R Ramamoorthi… - Proceedings of the …, 2020 - openaccess.thecvf.com
We propose a deep inverse rendering framework for indoor scenes. From a single RGB
image of an arbitrary indoor scene, we obtain a complete scene reconstruction, estimating …

[PDF][PDF] Single image portrait relighting.

T Sun, JT Barron, YT Tsai, Z Xu, X Yu, G Fyffe… - ACM Trans …, 2019 - slides.games-cn.org
Tiancheng Sun , Jonathan T. Barron , Yun-Ta Tsai , Zexiang Xu , Xueming Yu , Graham Fyffe ,
Christoph Rhemann , Jay Busch , Paul Page 1 Single Image Portrait Relighting Tiancheng …

Expandnet: A deep convolutional neural network for high dynamic range expansion from low dynamic range content

D Marnerides, T Bashford‐Rogers… - Computer Graphics …, 2018 - Wiley Online Library
High dynamic range (HDR) imaging provides the capability of handling real world lighting as
opposed to the traditional low dynamic range (LDR) which struggles to accurately represent …

Emlight: Lighting estimation via spherical distribution approximation

F Zhan, C Zhang, Y Yu, Y Chang, S Lu, F Ma… - Proceedings of the AAAI …, 2021 - ojs.aaai.org
Illumination estimation from a single image is critical in 3D rendering and it has been
investigated extensively in the computer vision and computer graphic research community …

Neural rerendering in the wild

M Meshry, DB Goldman, S Khamis… - Proceedings of the …, 2019 - openaccess.thecvf.com
We explore total scene capture---recording, modeling, and rerendering a scene under
varying appearance such as season and time of day. Starting from Internet photos of a …