MultimodalStudio: A Heterogeneous Sensor Dataset and Framework for Neural Rendering across Multiple Imaging Modalities
Federico Lincetto, Gianluca Agresti, Mattia Rossi, Pietro Zanuttigh
2025年份
摘要
https://lttm.github.io/MultimodalStudio/ Figure 1. Overview of the proposed framework. MMS-FW exploits unaligned multimodal frames acquired by sensors with different intrinsics to render perfectly aligned novel views for each modality. The mosaick pattern for each modality is shown in the top corners.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
它引用的顶会 Paper22
- 3D Gaussian Splatting for Real-Time Radiance Field RenderingBernhard Kerbl, Georgios Kopanas, Thomas Leimkühler, George DrettakisSIGGRAPH 2023 · 被引用 5,687 次
- Instant neural graphics primitives with a multiresolution hash encodingThomas Müller, Alex Evans, Christoph Schied, Alexander KellerSIGGRAPH 2022 · 被引用 4,089 次
- NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view ReconstructionPeng Wang, Lingjie Liu, Yuan Liu, Christian Theobalt 等NeurIPS 2021 · 被引用 2,500 次
- Volume Rendering of Neural Implicit SurfacesLior Yariv, Jiatao Gu, Yoni Kasten, Yaron LipmanNeurIPS 2021 · 被引用 1,421 次
- 2D Gaussian Splatting for Geometrically Accurate Radiance FieldsBinbin Huang, Zehao Yu, Anpei Chen, Andreas Geiger 等SIGGRAPH 2024 · 被引用 660 次
相关 Paper
- Deep Lucas-Kanade Homography for Multimodal Image AlignmentYiming Zhao, Xinming Huang, Ziming ZhangCVPR 2021
- AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint SynthesisTang Tao, Guangrun Wang, Yixing Lao, Peng Chen 等CVPR 2024 · 被引用 6 次
- Single Pair Cross-Modality Super ResolutionGuy Shacht, Dov Danon, Sharon Fogel, Daniel Cohen-OrCVPR 2021
- UniFuse: A Unified All-In-One Framework for Multi-Modal Medical Image Fusion Under Diverse Degradations and MisalignmentsDayong Su, Yafei Zhang, Huafeng Li, Jinxing Li 等ICCV 2025 · 被引用 2 次
- UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion PriorsHouyuan Chen, Hong Li, Xianghao Kong, Tianrui Zhu 等SIGGRAPH 2026
