System and method for object measurement
A technique is provided for measuring an object based on multiple views. The technique includes registering each of the plurality of images and a first model of the object with one another and reconstructing a second model of the object based on the plurality of images and the first model registered with one another.
1. A method of measuring an object, the method comprising:
registering each of a plurality of images of an object with a first model of the object or registering the first model with each of the plurality of images, wherein the plurality of images comprise different views of the object; and
reconstructing a second model of the object based on the plurality of images and the first model registered with one another, wherein reconstructing the second model comprises reconstructing a model of the object based on one or more edge points matched between the plurality of images, wherein the one or more edge points are derived from the plurality of images and the first model registered with one another.
2. The method of claim 1 , comprising obtaining the plurality of images at the different views for cumulatively covering a desired area of the object.
3. The method of claim 1 , comprising obtaining the plurality of images from a plurality of imaging devices.
4. The method of claim 3 , comprising co-calibrating the plurality of imaging devices to map a coordinate of each of the plurality of images to a reference coordinate system.
5. The method of claim 1 , comprising arranging lighting relative to the object to provide a silhouette of the object in each of the plurality of images.
6. The method of claim 1 , wherein registering comprises computing a plurality of occluding contour points for each of the plurality of images of the object.
7. The method of claim 1 , wherein registering comprises establishing point correspondences between each of the plurality of images through the first model of the object.
8. A method of measuring an object, the method comprising
registering each of a plurality of images of an object with a first model of the object or registering the first model with each of the plurality of images, wherein the plurality of images comprise different views of the object; and
reconstructing a second model of the object based on the plurality of images and the first model registered with one another, wherein registering comprises sampling the object based on a geometry of the object and sampling comprises a sampling rate proportional to the inverse of a local radius of curvature of at least a part of the object.
9. The method of claim 1 , wherein sampling comprises at least two sample points on a straight segment of at least a part of the object.
10. The method of claim 1 , further comprising iterating the step of registering for minimizing a registration error.
11. The method of claim 1 , comprising measuring one or more features of the object from the second model.
12. The method of claim 11 , wherein measuring the one or more features comprise measuring tangent points, or intersection points, or combinations thereof.
13. The method of claim 1 , wherein each of the plurality of images is a two-dimensional image of the object and wherein the first and the second model is a three-dimensional model of the object.
14. A method of measuring an object, the method comprising:
registering each of a plurality of images of an object with a first model of the object or registering the first model with each of the plurality of images wherein the plurality of images comprise different views of the object; and
reconstructing a second model of the object based on the plurality of images and the first model registered with one another, wherein registering does not include registering the images based on a mark, a texture, a pattern, or a combination thereof, associated with the object.