TreeBASIS Feature Descriptor and Its Hardware Implementation

Figure 2

An example of the binary thresholding of an FRI. This approach reduces the memory footprint of the image from 900 8-bit pixels to a 100-bit vector. The smaller vector requires 100 1-bit hardware comparisons, instead of 900 8-bit comparisons.

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