Two stage detection for photographic eye artifacts
First Claim
1. One or more non-transitory, processor-readable media having code embedded therein that is configured to program one or more processors to perform a method of detecting and correcting a red-eye defect within an acquired digital image, wherein the method comprises:
- performing in a first stage an initial segmentation of candidate redeye regions within an acquired digital image to determine a first set of one or more confirmed redeye regions designated for correction;
correcting the first set of red eye regions for generating a first red eye corrected image;
analyzing the image or the subset of rejected candidate red eye regions, or both, in a later second stage to determine a second set of confirmed redeye regions;
correcting the second set of confirmed red eye regions and generating a second red eye corrected image which has the second set of confirmed red eye regions corrected therein; and
electronically storing, transmitting, further processing or editing, or displaying one or both of the first or the second red eye corrected image, or combinations thereof,wherein the initial segmentation is performed upon acquisition of the image and the second later stage occurs in a background or playback mode or both.
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Abstract
The detection of red-eye defects is enhanced in digital images for embedded image acquisition and processing systems. A two-stage redeye filtering system includes a speed optimized filter that performs initial segmentation of candidate redeye regions and optionally applies a speed-optimized set of falsing/verification filters to determine a first set of confirmed redeye regions for correction. Some of the candidate regions which are rejected during the first stage are recorded and re-analyzed during a second stage by an alternative set of analysis-optimized filters to determine a second set of confirmed redeye regions.
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Citations
13 Claims
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1. One or more non-transitory, processor-readable media having code embedded therein that is configured to program one or more processors to perform a method of detecting and correcting a red-eye defect within an acquired digital image, wherein the method comprises:
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performing in a first stage an initial segmentation of candidate redeye regions within an acquired digital image to determine a first set of one or more confirmed redeye regions designated for correction; correcting the first set of red eye regions for generating a first red eye corrected image; analyzing the image or the subset of rejected candidate red eye regions, or both, in a later second stage to determine a second set of confirmed redeye regions; correcting the second set of confirmed red eye regions and generating a second red eye corrected image which has the second set of confirmed red eye regions corrected therein; and electronically storing, transmitting, further processing or editing, or displaying one or both of the first or the second red eye corrected image, or combinations thereof, wherein the initial segmentation is performed upon acquisition of the image and the second later stage occurs in a background or playback mode or both. - View Dependent Claims (2, 3, 4)
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5. A method of detecting and correcting a red-eye defect within an acquired digital image, comprising:
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using a processor; acquiring an image including one or more faces including a red eye defect; performing in a first stage an initial segmentation of candidate redeye regions within the image to determine a first set of one or more confirmed redeye regions designated for correction; correcting the first set of red eye regions for generating a first red eye corrected image; analyzing the image or the subset of rejected candidate red eye regions, or both, in a later second stage to determine a second set of confirmed redeye regions; correcting the second set of confirmed red eye regions and generating a second red eye corrected image which has the second set of confirmed red eye regions corrected therein; and electronically storing, transmitting, further processing or editing, or displaying one or both of the first or the second red eye corrected image, or combinations thereof, wherein the initial segmentation is performed upon acquisition of the image and the second later stage occurs in a background or playback mode or both. - View Dependent Claims (6, 7, 8)
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9. An embedded image acquisition and processing system, comprising:
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an image acquisition subsystem; a speed-optimized filter that performs in a first stage an initial segmentation of candidate redeye regions detected within an acquired image to determine a first set of one or more confirmed redeye regions designated for correction; an analysis-optimized filter that determines in a later second stage a second set of one or more confirmed red eye regions within the image designated for correction; a processor for correcting the first set of red eye regions for generating a first red eye corrected image; and a storage device to record a subset of rejected candidate red eye regions that were rejected for correction in the first stage or the second stage, or both; wherein the processor is further for electronically storing, transmitting, further processing or editing, or displaying one or both of the first or the second red eye corrected image, or combinations thereof, wherein the speed-optimized filter is applied upon acquisition of the image and the analysis-optimized filter is applied in a background or playback mode or both. - View Dependent Claims (10, 11, 12, 13)
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Specification