Validation of Physics-Based Image Systems Simulation with 3D Scenes
Abstract/Contents
- Abstract
Data related to:
Validation of Physics-Based Image Systems Simulation with 3D Scenes
Lyu, Goossens, Wandell and Farrell (2022) IEEE Sensors.The data stored here are used for recreating the figures in the associated GitHub repository (https://github.com/ISET/isetcornellbox ). The data must be downloaded to run several of the scripts.
Abstract— Image systems simulation software can accelerate innovation by reducing many of the time-consuming and expensive steps in designing, building and evaluating image systems. To realize this potential, it is necessary to build trust in physics-based end-to-end image
systems simulations. Towards this goal, we describe and experimentally validate an end-to-end physics-based image systems simulation of a digital camera. The simulation models the spectral radiance of 3D-scenes, formation of the spectral irradiance by multi-element optics, and conversion of the irradiance to digital values by the image sensor. We quantify the accuracy of the simulation by comparing real and simulated images of a precisely constructed, three-dimensional high dynamic range test scene.
Description
| Type of resource | Dataset, still image |
|---|---|
| Date created | August 30, 2022 |
| Publication date | August 30, 2022; August 30, 2022 |
Creators/Contributors
| Author | Lyu, Zheng |
|---|---|
| Author | Farrell, Joyce |
| Advisor | Wandell, Brian |
Subjects
| Subject | Image systems |
|---|---|
| Subject | Optics |
| Subject | image sensor |
| Subject | physically based ray tracing |
| Subject | end-to-end simulation |
| Subject | Computer graphics |
| Genre | Data |
| Genre | Database |
| Genre | Documentation |
| Genre | Image |
| Genre | Data sets |
| Genre | Dataset |
| Genre | Databases |
Bibliographic information
| Related item |
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|---|---|
| DOI | https://doi.org/10.25740/jz021qy7454 |
| Location | https://purl.stanford.edu/jz021qy7454 |
Access conditions
- Use and reproduction
- User agrees that, where applicable, content will not be used to identify or to otherwise infringe the privacy or confidentiality rights of individuals. Content distributed via the Stanford Digital Repository may be subject to additional license and use restrictions applied by the depositor.
- License
- This work is licensed under an Open Data Commons Attribution License v1.0.
Preferred citation
- Preferred citation
- Lyu, Z. and Wandell, B. (2022). Validation of Physics-Based Image Systems Simulation with 3D Scenes. Stanford Digital Repository. Available at https://purl.stanford.edu/jz021qy7454
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