Paper
22 August 1995 Simple, general, and mathematically tractable way to sense depth in a single image
Akbar R. Saadat, Hamid Fahimi
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Abstract
Depth from defocus methods are based on the relation between depth and the amount of defocus at each image point. Choosing a proper model for defocusing operator and extracting its parameter is the main idea in this method. Generally defocusing operator can be modeled as a linear, circularly symmetric, low pass, and space variant filter. In the proposed method filter's bandwidth is used as a measure of depth. The importance of the method is the introduction of a simple procedure for extracting the filter's bandwidth, which has a well founded mathematical tractability. No preassumption about the shape of the filter is required and a simple and efficient way to obtain the measure of depth is presented. Experimental results of applying the proposed measure on synthetic and real images indicate its high capability of resolving depth in a single image.
© (1995) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Akbar R. Saadat and Hamid Fahimi "Simple, general, and mathematically tractable way to sense depth in a single image", Proc. SPIE 2564, Applications of Digital Image Processing XVIII, (22 August 1995); https://doi.org/10.1117/12.217419
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CITATIONS
Cited by 2 scholarly publications.
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KEYWORDS
Fourier transforms

Gaussian filters

Cameras

Linear filtering

Image processing

Space operations

Image filtering

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