Managing Models Representing Different Expected Distortions Associated with a Plurality of Data Captures
a data capture and model technology, applied in image enhancement, instruments, computing, etc., can solve problems such as the detection of a machine-readable code contained or represented in images, and achieve the effect of expanding decoding
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[0027]When an image is distorted (e.g., blurred, out of focus, etc.) by an optical capture device (e.g., a cell phone camera, PDA, digital camera, etc.) the loss of information from a target image (FIG. 2A) can be in the form shown in FIG. 2B. For example, in some cases there may be a loss of information in some high spatial frequencies.
[0028]The distortion may result in some high spatial frequencies of the target image being “out of phase” or otherwise distorted.
[0029]In the case of a target image including or representing machine-readable information, e.g., a barcode, data glyph or digital watermark, some higher spatial frequency information corresponding to at least some of the machine-readable information is also out of phase, making reliable detection of the machine-readable information more difficult.
[0030]Distortion such as blurring can be modeled or approximated by a convolution of a target image with, e.g., a Bessel function, as postulated by J. I. Yellott et al., “Correcti...
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