Dispersed Structured Light for Hyperspectral 3D Imaging
Suhyun Shin, Seokjun Choi, Felix Heide, Seung-Hwan Baek
摘要
Hyperspectral 3D imaging aims to acquire both depth and spectral information of a scene. However, existing methods are either prohibitively expensive and bulky or compromise on spectral and depth accuracy. In this paper, we present Dispersed Structured Light (DSL), a cost-effective and compact method for accurate hyperspectral 3D imaging. DSL modifies a traditional projectorcamera system by placing a sub-millimeter thick diffraction grating film front of the projector. This configuration enables dispersing structured light based on light wavelength. To utilize the dispersed structured light, we devise a model for dispersive projection image formation and a per-pixel hyperspectral 3D reconstruction method. We validate DSL by instantiating a compact experimental prototype. DSL achieves spectral accuracy of 18.8 nm full-width half-maximum (FWHM) and depth error of 1 mm, outperforming prior work on practical hyperspectral 3D imaging. DSL promises accurate and practical hyperspectral 3D imaging for diverse application domains, including computer vision and graphics, cultural heritage, geology, and biology.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了最后一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper6
- MetaSpectra+: A Compact Broadband Metasurface Camera for Snapshot Hyperspectral+ ImagingYuxuan Liu, Wei Xu, Qi GuoCVPR 2026 · 被引用 1 次
- Spatio-Spectral Pattern Illumination for Direct and Indirect Separation from a Single Hyperspectral ImageShin Ishihara, Imari SatoICCV 2025 · 被引用 1 次
- Lumosaic: Hyperspectral Video via Active Illumination and Coded-Exposure PixelsDhruv Verma, Andrew Qiu, Roberto Rangel, Ayandev Barman 等CVPR 2026
- Dense Dispersed Structured Light for Hyperspectral 3D Imaging of Dynamic ScenesSuhyun Shin, Seungwoo Yoon, Ryota Maeda, Seung-Hwan BaekCVPR 2025
- Active Hyperspectral Imaging Using an Event CameraBohan Yu, Jinxiu Liang, Zhuofeng Wang, Bin Fan 等CVPR 2025
它引用的顶会 Paper9
- Single-shot Hyperspectral-Depth Imaging with Learned Diffractive OpticsSeung-Hwan Baek, Hayato Ikoma, Daniel S. Jeon, Yuqi Li 等ICCV 2021 · 被引用 109 次
- Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image ReconstructionMiaoyu Li, Ying Fu, Ji Liu, Yulun ZhangICCV 2023 · 被引用 74 次
- Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral ImagingLingen Li, Lizhi Wang, Weitao Song, Lei Zhang 等CVPR 2022 · 被引用 39 次
- Real-time Hyperspectral Imaging in Hardware via Trained Metasurface EncodersMaksim Makarenko, Arturo Burguete-Lopez, Qizhou Wang, Fedor Getman 等CVPR 2022 · 被引用 26 次
- Pro-Cam SSfM: Projector-Camera System for Structure and Spectral Reflectance From MotionChunyu Li, Yusuke Monno, Hironori Hidaka, Masatoshi OkutomiICCV 2019 · 被引用 21 次
相关 Paper
- Broadband Hyperspectral 3D Imaging using Dispersed Structured LightSuhyun Shin, Yunseong Moon, Ryota Maeda, David B. Lindell 等SIGGRAPH 2026
- Deep Hyperspectral-Depth Reconstruction Using Single Color-Dot ProjectionChunyu Li, Yusuke Monno, Masatoshi OkutomiCVPR 2022 · 被引用 5 次
- TurboSL: Dense, Accurate and Fast 3D by Neural Inverse Structured LightParsa Mirdehghan, Maxx Wu, Wenzheng Chen, David B. Lindell 等CVPR 2024 · 被引用 5 次
- Micro-Baseline Structured LightVishwanath Saragadam, Raja Venkata, Jian Wang, Shree K. Nayar 等ICCV 2019 · 被引用 6 次
- ChromaFlash: Snapshot Hyperspectral Imaging Using Rolling Shutter CamerasDhruv Verma, Ian Ruffolo, David B. Lindell, Kiriakos N. Kutulakos 等UbiComp 2024 · 被引用 4 次
