JC Origins Revisited

Purpose

Using UMAP to revisit the original Joint Characterization analysis of:

D. Sousa and C. Small. Joint Characterization of Multiscale Information in High Dimensional Data. Advances in Artificial Intelligence and Machine Learning. 2021;1(3):13. https://oajaiml.com/uploads/archivepdf/87421113.pdf

Data

Results

Figure 1 - Grayscale

Figure 2 - Color Patches

Figure 3 - Color Patches w/ Compression Artifacts

Figures 4,5,6 - AVIRIS-classic, agriculture