Method and apparatus pertaining to non-invasive identification of materials
View Patent ↗A control circuit having access to information regarding a plurality of models for different materials along with feasibility criteria processes imaging information for an object (as provided, for example, by a non-invasive imaging apparatus) to facilitate identifying the materials as comprise that object by using the plurality of models to identify candidate materials for portions of the imaging information and then using the feasibility criteria to reduce the candidate materials by avoiding at least one of unlikely materials and combinations of materials to thereby yield useful material-identification information.
1. An apparatus comprising:
a non-invasive imaging apparatus that directs at least one X-ray beam at an object to be imaged to thereby employ active X-ray imaging, and collects transmission measurements with at least one modality with at least one spectral channel;
a memory having stored therein:
a plurality of models for different materials comprising a plurality of material-imaging models that each provide a predicted result that the transmission measurements should present for a plurality of differing materials for a particular modality and a particular spectral channel wherein the materials are described by a plurality of values that each corresponds to a different basis function;
feasibility criteria, wherein the feasibility criteria comprises, at least in part, constraints that describe at least one material that does not exist in the physical world;
a control circuit operably coupled to the non-invasive imaging apparatus and the memory and being configured to process the transmission measurements for an object as provided by the non-invasive imaging apparatus to facilitate identifying materials as comprise the object by:
using the plurality of models to identify candidate materials for portions of the transmission measurements;
using the feasibility criteria to reduce the candidate materials by avoiding at least one of unlikely materials or combinations of materials to yield material-identification information.
2. The apparatus of claim 1 wherein the non-invasive imaging apparatus comprises a multi-spectral apparatus that produces multiple images of overlapping portions of the object using differing spectral channels.
3. The apparatus of claim 1 wherein the plurality of values comprises four values, one for each one of four different basis functions.
4. The apparatus of claim 1 wherein at least one of the different basis functions corresponds to an imaginary material.
5. The apparatus of claim 1 wherein at least one of the different basis functions will accommodate both positive and negative coefficients.
6. The apparatus of claim 1 wherein the feasibility criteria further comprises, at least in part, constraints regarding materials that are unlikely to be present in an absence of at least one other particular material.
7. The apparatus of claim 1 wherein the portions of the material-identification information comprise pixels of the material-identification information.
8. The apparatus of claim 1 wherein the feasibility criteria further comprises, at least in part, constraining multiple portions of the material-identification information to be similar to each other.
9. The apparatus of claim 8 wherein the other portions of the transmission measurements at least include portions of the material-identification information that are adjacent to each other.
10. The apparatus of claim 8 , wherein constraining multiple portions of the material-identification information to be similar to each other comprises using similarity constraints regarding at least one of vector values, vector magnitudes, and vector directions.
11. The apparatus of claim 1 wherein the control circuit is further configured to:
form a virtual image for a real or virtual band of a real or virtual modality by feeding the material-identification information through an imaging model for that modality and band.
12. An apparatus comprising:
a non-invasive imaging apparatus that at least employs active X-ray imaging, with at least one modality with at least one spectral channel;
a memory having stored therein:
a plurality of models for different materials;
feasibility criteria;
a control circuit operably coupled to the non-invasive imaging apparatus and the memory and being configured to process imaging information for an object as provided by the non-invasive imaging apparatus to facilitate identifying materials as comprise the object by:
using the plurality of models to identify candidate materials for portions of the imaging information;
using the feasibility criteria to reduce the candidate materials by avoiding at least one of unlikely materials or combinations of materials to yield material-identification information;
effecting virtual-layer removal by subtracting a first material descriptor from a second material descriptor to recover a material descriptor for an object that is hidden behind an object comprised of the first material.