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Revealing hidden scenes by photon-efficient occlusion-based opportunistic active imaging
- Publication Year :
- 2018
-
Abstract
- The ability to see around corners, i.e., recover details of a hidden scene from its reflections in the surrounding environment, is of considerable interest in a wide range of applications. However, the diffuse nature of light reflected from typical surfaces leads to mixing of spatial information in the collected light, precluding useful scene reconstruction. Here, we employ a computational imaging technique that opportunistically exploits the presence of occluding objects, which obstruct probe-light propagation in the hidden scene, to undo the mixing and greatly improve scene recovery. Importantly, our technique obviates the need for the ultrafast time-of-flight measurements employed by most previous approaches to hidden-scene imaging. Moreover, it does so in a photon-efficient manner based on an accurate forward model and a computational algorithm that, together, respect the physics of three-bounce light propagation and single-photon detection. Using our methodology, we demonstrate reconstruction of hidden-surface reflectivity patterns in a meter-scale environment from non-time-resolved measurements. Ultimately, our technique represents an instance of a rich and promising new imaging modality with important potential implications for imaging science.<br />Related theory in arXiv:1711.06297
- Subjects :
- FOS: Computer and information sciences
Photon
Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
FOS: Physical sciences
Image processing
02 engineering and technology
01 natural sciences
Statistics - Applications
010309 optics
Computational photography
Optics
0103 physical sciences
Applications (stat.AP)
Computer vision
Imaging science
Spatial analysis
Mixing (physics)
ComputingMethodologies_COMPUTERGRAPHICS
Quantum Physics
Modality (human–computer interaction)
business.industry
021001 nanoscience & nanotechnology
Reflectivity
Atomic and Molecular Physics, and Optics
Artificial intelligence
Quantum Physics (quant-ph)
0210 nano-technology
business
Optics (physics.optics)
Physics - Optics
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....858ffa63c31eb8a7a4a6991396f500c1