Spatio-Spectral Pattern Illumination for Direct and Indirect Separation from a Single Hyperspectral Image
Shin Ishihara, Imari Sato
摘要
Hyperspectral imaging has proven effective for appearance inspection because it can identify material compositions and reveal hidden features. Similarly, direct/indirect separation provides essential information about surface appearance and internal conditions, including layer structures and scattering behaviors. This paper presents a novel illumination system incorporating dispersive optics to unify both advantages for scene analysis. In general, achieving distinct direct/indirect separation requires multiple images with varying patterns. In a hyperspectral scenario, using a hyperspectral camera or tunable filters extends exposure and measurement times, hindering practical application. Our proposed system enables the illumination of a wavelength-dependent, spatially shifted pattern. With proper consideration of reflectance differences, we demonstrate that robust separation of direct and indirect components for each wavelength can be achieved using a single hyperspectral image acquired under our single spatiospectral pattern illumination.
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- 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
- Dispersed Structured Light for Hyperspectral 3D ImagingSuhyun Shin, Seokjun Choi, Felix Heide, Seung-Hwan BaekCVPR 2024 · 被引用 9 次
- EvDiG: Event-guided Direct and Global Components SeparationXinyu Zhou, Peiqi Duan, Boyu Li, Chu Zhou 等CVPR 2024 · 被引用 2 次
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