Apparatus and methods for computerized object identification
View Patent ↗Apparatus and methods for identification of a coded pattern visible to a computerized imaging apparatus while invisible or inconspicuous to human eyes. A pattern and/or marking may serve to indicate identity of an object, and/or the relative position of the pattern to a viewer. While some solutions exist for identifying patterns (for example, QR codes), they may be visually obtrusive to a human observer due to visual clutter. In exemplary implementations, apparatus and methods are capable of generating patterns with sufficient structure to be used for either discrimination or some aspect of localization, while incorporating spectral properties that are more aesthetically acceptable such as being: a) imperceptible or subtle to the human observer and/or b) aligned to an existing acceptable visual form, such as a logo. In one variant, a viewer comprises an imaging system comprised as a processor and laser scanner, or camera, or moving photodiode.
1. A method of detecting an object by a computerized imaging apparatus, the method comprising:
sensing a portion of a pattern on the object; and
identifying the object based on the sensed portion of the pattern;
wherein sensing the portion of the pattern comprises sensing a first medium that is absorbent at a given wavelength range outside a given human-visible spectral range and a second medium that is less absorbent in the given spectral range relative to the first medium;
wherein the first medium and the second medium comprise fiber threads woven into a textile of the object; and
wherein the pattern comprises at least one medium that is undetectable via wavelengths that are visible to a human eye but detectable by the computerized imaging apparatus.
2. The method of claim 1 , wherein the first medium and the second medium comprise material that was printed onto the object by a 3-D printing process.
3. The method of claim 1 , wherein the sensing the portion of the pattern on the object comprises sensing a given wavelength range that comprises an infrared portion or an ultraviolet portion.
4. The method of claim 1 , wherein sensing the portion of the pattern comprises sensing a spectrum of metameric coloration.
5. The method of claim 1 , wherein sensing the portion of the pattern comprises sensing a polarized composition of reflected light.
6. The method of claim 5 , wherein responsive to an electro-optical device changing a composition of the polarized composition of reflected light, identifying the changed composition of the polarized reflected light.
7. An article of manufacture, comprising:
a first thread type characterized by a first optical property and a second thread type characterized by a second optical property, the threads of the first type and the second type combined into a pattern on a textile fabric forming at least a portion of the article of manufacture;
wherein:
the pattern comprises one or more geometric shapes with distances;
the first optical property and the second optical property are different and indistinguishable by a human eye; and
the first optical property and the second optical property are selected to be distinguishable by an imaging sensor.
8. The article of claim 7 , wherein the first optical property is distinguishable from the second optical property by the imaging sensor based on one or more of light reflectance, wavelength, or polarization.
9. The article of claim 7 , wherein the pattern further comprises a portion that is visible to the human eye.
10. A processor configured to execute routines for performing operations for detecting an object using a computerized imaging apparatus, the operations comprising:
sensing a pattern on the object by:
sensing a first medium that is absorbent at a given wavelength range outside a given human-visible spectral range; and
sensing a second medium that is less absorbent in the given spectral range relative to the first medium;
wherein the first medium is undetectable via wavelengths that are visible to a human eye but detectable by the computerized imaging apparatus; and
wherein the first medium and the second medium comprise fiber threads woven into a textile of the object; and
identifying the object based on the sensed pattern.
11. The processor of claim 10 , wherein the first medium and the second medium comprise material that was printed onto the object by a 3-D printing process.
12. The processor of claim 10 , wherein sensing the pattern comprises sensing a spectrum of metameric coloration.
13. The processor of claim 10 , wherein sensing the pattern comprises sensing a polarized composition of reflected light.
14. The processor of claim 13 , wherein responsive to an electro-optical device changing a composition of the polarized composition of reflected light, the operations further comprise:
identifying the changed composition of the polarized reflected light.
15. The processor of claim 10 , wherein sensing the pattern on the object comprises sensing a given wavelength range that comprises an infrared or an ultraviolet portion.