| CPC G06K 7/1447 (2013.01) [G06T 5/20 (2013.01); G06T 5/70 (2024.01); G06T 2207/20036 (2013.01)] | 20 Claims |

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1. A code reader, comprising:
a non-transitory memory configured to store a plurality of image processing filters including at least one pipelined complex image processing filter;
an image sensor configured to image machine-readable indicia; and
at least one processor in communication with the non-transitory memory and image sensor, and configured to:
perform an automatic setup procedure configured to:
capture a plurality of sample machine-readable indicia;
decode the sample machine-readable indicia utilizing a plurality of the image processing filters including at least one of the at least one pipelined complex image processing filters;
select a subset of the image processing filters based on performance of the image processing filters in decoding the plurality of sample machine-readable indicia for use during normal code reading operations of the code reader; and
perform normal code reading operations in reading machine-readable indicia using the selected subset of the image processing filters.
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