Symbol detection for desired image reconstruction
In some implementations, a computer-implemented method includes: obtaining a captured image including, (i) a latent fingerprint to be captured, and (ii) a template, surrounding the latent fingerprint, that contains plurality of symbols; extracting, using an image processing technique, one or more characteristics for each of the plurality of symbols; calculating a resolution for the captured image based at least on the extracted one or more characteristics for each of the plurality of symbols; generating a reconstructed desired image, based at least on (i) the calculated resolution of the captured image, and (ii) the one or more extracted characteristics for each of the plurality of symbols; and providing the reconstructed desired image to a fingerprint identification system to perform a particular fingerprint operation.
1. A computer-implemented method comprising:
obtaining data indicating an image comprising a latent fingerprint and a template that surrounds the latent fingerprint, and
obtaining reference data that (i) identifies a known symbol associated with the template, and (ii) includes characteristics of the known symbol;
processing the image;
identifying, based on processing the image, one or more candidate regions of the image that are predicted to include the known symbol;
extracting image characteristics represented within the one or more candidate regions; and
determining, based on the characteristics of the known symbol and the extracted image characteristics represented within the one or more candidate regions, that the one or more candidate regions include the known symbol.
2. The method of claim 1 , wherein the processing the image comprises:
equalizing the image; and
converting the equalized image to a binarized image.
3. The method of claim 2 , wherein processing the image further comprises reducing a file size of the binarized image.
4. The method of claim 1 , wherein the known symbol comprises a symmetrically-sized shape.
5. The method of claim 1 , further comprising:
calculating a resolution for the image based on the extracted image characteristics represented within the one or more candidate regions;
generating a reconstructed desired image based on the calculated resolution of the image; and
providing the reconstructed desired image to a fingerprint identification system to perform a particular fingerprint operation.
6. The method of claim 1 , wherein:
the characteristics of the known symbol comprises pre-defined image characteristics for a set of reference images that each include the known symbol; and
determining that the one or more candidate regions include the known symbol comprises comparing the extracted image characteristics represented within the one or more candidate regions and the pre-defined image characteristics for the set of reference images that each include the known symbol.
7. The method of claim 6 , wherein comparing the extracted image characteristics represented within the one or more candidate regions and the pre-defined image characteristics for the set of reference images that each include the known symbol comprises evaluating the extracted image characteristics represented within the one or more candidate regions against one or more pre-defined characteristic parameters associated with the set of reference images.
8. A system comprising:
one or more computers; and
one or more storage devices storing instructions that, when executed by the one or more computers, cause the one or more computers to perform operations comprising:
obtaining data indicating an image comprising a latent fingerprint and a template that surrounds the latent fingerprint, and obtaining reference data that (i) identifies a known symbol associated with the template, and (ii) includes characteristics of the known symbol;
processing the image;
identifying, based on processing the image, one or more candidate regions of the image that are predicted to include the known symbol;
extracting image characteristics represented within the one or more candidate regions; and
determining, based on the characteristics of the known symbol and the extracted image characteristics represented within the one or more candidate regions, that the one or more candidate regions include the known symbol.
9. The system of claim 8 , wherein the processing the image comprises:
equalizing the image; and
converting the equalized image to a binarized image.
10. The system of claim 9 , wherein processing the image further comprises reducing a file size of the binarized image.
11. The system of claim 8 , wherein the known symbol comprises a symmetrically-sized shape.
12. The system of claim 8 , wherein the operations further comprise:
calculating a resolution for the image based on the extracted image characteristics represented within the one or more candidate regions;
generating a reconstructed desired image based on the calculated resolution of the image; and
providing the reconstructed desired image to a fingerprint identification system to perform a particular fingerprint operation.
13. The system of claim 8 , wherein:
the characteristics of the known symbol comprises pre-defined image characteristics for a set of reference images that each include the known symbol; and
determining that the one or more candidate regions include the known symbol comprises comparing the extracted image characteristics represented within the one or more candidate regions and the pre-defined image characteristics for the set of reference images that each include the known symbol.
14. The system of claim 13 , wherein comparing the extracted image characteristics represented within the one or more candidate regions and the pre-defined image characteristics for the set of reference images that each include the known symbol comprises evaluating the extracted image characteristics represented within the one or more candidate regions against one or more pre-defined characteristic parameters associated with the set of reference images.
15. A non-transitory computer-readable storage device encoded with computer program instructions that, when executed by one or more computers, cause the one or more computers to perform operations comprising:
obtaining data indicating an image comprising a latent fingerprint and a template that surrounds the latent fingerprint, and obtaining reference data that (i) identifies a known symbol associated with the template, and (ii) includes characteristics of the known symbol;
processing the image;
identifying, based on processing the image, one or more candidate regions of the image that are predicted to include the known symbol;
extracting image characteristics represented within the one or more candidate regions; and
determining, based on the characteristics of the known symbol and the extracted image characteristics represented within the one or more candidate regions, that the one or more candidate regions include the known symbol.
16. The device of claim 15 , wherein the processing the image comprises:
equalizing the image; and
converting the equalized image to a binarized image.
17. The device of claim 16 , wherein processing the image further comprises reducing a file size of the binarized image.
18. The device of claim 15 , wherein the known symbol comprises a symmetrically-sized shape.
19. The device of claim 15 , wherein the operations comprise:
calculating a resolution for the image based on the extracted image characteristics represented within the one or more candidate regions;
generating a reconstructed desired image based on the calculated resolution of the image; and
providing the reconstructed desired image to a fingerprint identification system to perform a particular fingerprint operation.
20. The device of claim 15 , wherein:
the characteristics of the known symbol comprises pre-defined image characteristics for a set of reference images that each include the known symbol; and
determining that the one or more candidate regions include the known symbol comprises comparing the extracted image characteristics represented within the one or more candidate regions and the pre-defined image characteristics for the set of reference images that each include the known symbol.