Parent Topic: DETAILS

TABLE LENGTH

In their paper, Narendra and Goldberg reported that for 6-bit 4-channel LANDSAT image data, there were about 6000 unique 4-D histogram vectors (about 2^12.5) out of a total of 16777216 (2^24) possible vectors. Therefore, it seemed reasonable to assume that for 8-bit 4-channel image data, there would be about 96000 (2^16.5) out of a total of 2^32 possible vectors. Hence, the belief that a hash table of length 99991 is sufficient.

Dr. Goldberg stated that he used a maximum table length of 19993 in his program GTC (Graph Theoretic Classifier). He said that clustering on 8-bit resolution data is not meaningful, because of undersampling, the need for smoothing, and the large number of erroneous peaks in the histogram.


Parent Topic: DETAILS
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