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Automated statistical self-calibrating detection and removal of blemishes in digital images dependent upon changes in extracted parameter values

  • US 7,545,995 B2
  • Filed: 02/25/2008
  • Issued: 06/09/2009
  • Est. Priority Date: 09/30/2003
  • Status: Expired due to Fees
First Claim
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1. A digital image acquisition device, comprising a lens assembly, a sensor array, a processor, and a memory having stored therein code for programming the processor to perform a method of automatically correcting dust artifact within images acquired by the device, wherein the method comprises:

  • (a) determining that certain pixels correspond to dust artifact regions within a first digitally-acquired image;

    (b) associating the dust artifact regions with one or more extracted parameters relating to a variable optical system of said digital camera when the first image was acquired;

    (c) forming an associated statistical dust map including mapped dust regions based on the dust artifact determining and associating operations and known correspondence between effects on dust artifact data of one or more different values of said one or more extracted parameters; and

    (d) correcting pixels corresponding to correlated dust artifact regions within the first digitally-acquired image or one or more different images acquired with said digital camera according to one or more different values of said one or more extracted parameters relating to said variable optical system, or combinations thereof, based on said associated statistical dust map.

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