System, device and method for imaging of objects using signal clustering
First Claim
Patent Images
1. A device for imaging an object, the object comprises a plurality of parts, the device comprising:
- an antenna array comprising a plurality of antennas;
a measurement unit configured to transmit signals to the antenna array, to receive signals from the antenna array and to transmit signals to a processor; and
the processor, in communication with said measurement unit, to receive signals transmitted from the measurement unit, said processor is configured to;
center the received signals by removing the signal mean of the received signals;
normalize the centered signals;
arrange the normalized signals as vectors of data points per location;
process the vectors of data points per location to obtain discrimination information differentiating between different types of materials, wherein said processing comprises;
applying Principal Component Analysis (PCA) to the vectors of data points per location to obtain PCA coefficients, and translating three largest PCA coefficients of said PCA coefficients to image colors to obtain said discrimination information differentiating between different types of materials; and
display an image of the object, said image comprising said discrimination information, and wherein each discrimination information relates to a point matching a physical location.
1 Assignment
0 Petitions
Accused Products
Abstract
There is provided methods and device for imaging objects comprising unsupervised classifying and data analyzing of the object to detect and identify the structure of the object and further display the object'"'"'s structure/underlying structure, for example the arrangement of and relations between the parts or elements of the object by using a location module configured to record the physical location of an antenna array.
82 Citations
7 Claims
-
1. A device for imaging an object, the object comprises a plurality of parts, the device comprising:
-
an antenna array comprising a plurality of antennas; a measurement unit configured to transmit signals to the antenna array, to receive signals from the antenna array and to transmit signals to a processor; and the processor, in communication with said measurement unit, to receive signals transmitted from the measurement unit, said processor is configured to; center the received signals by removing the signal mean of the received signals; normalize the centered signals; arrange the normalized signals as vectors of data points per location; process the vectors of data points per location to obtain discrimination information differentiating between different types of materials, wherein said processing comprises; applying Principal Component Analysis (PCA) to the vectors of data points per location to obtain PCA coefficients, and translating three largest PCA coefficients of said PCA coefficients to image colors to obtain said discrimination information differentiating between different types of materials; and display an image of the object, said image comprising said discrimination information, and wherein each discrimination information relates to a point matching a physical location. - View Dependent Claims (2, 3, 4, 5, 6, 7)
-
Specification