研究目的
Investigating the image formation inside plenoptic cameras to improve the low spatial resolution by proposing a wave-optic-based model that uses the Fresnel diffraction equation.
研究成果
The proposed wave-optics-based model effectively describes the light field image formation inside plenoptic cameras, significantly reducing the image formation time compared to existing models. The method of multiple partial propagations provides flexibility in sampling on propagation planes, enhancing the model's efficiency and applicability.
研究不足
The study focuses on plenoptic cameras 1.0 system and does not address the extension to plenoptic cameras 2.0 system, which is mentioned as future work. Additionally, the effectiveness of the model is demonstrated through numerical simulations, and practical implementation challenges are not discussed.
1:Experimental Design and Method Selection:
The study proposes a wave-optic-based model using the Fresnel diffraction equation for light field image formation analysis.
2:Sample Selection and Data Sources:
Numerical simulations are conducted under different optical configurations of plenoptic cameras
3:0 system. List of Experimental Equipment and Materials:
Parameters of two simulated imaging systems are used, including wavelength of light rays, focal length of main lens, pupil diameter of main lens, focal length of MLA, pupil diameter of microlens, pixel size on the sensor, number of grid spacing, and propagation distances.
4:Experimental Procedures and Operational Workflow:
The proposed model propagates the whole object field into plenoptic cameras
5:0 system using the Fresnel diffraction equation, with averaging of intensities on the sensor from uncorrelated coherent wave to avoid interference. Data Analysis Methods:
The performance is evaluated in terms of structural similarity (SSIM) and running time, comparing with the wave optic model presented in [11].
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