Yesterday: (last couple of weeks) Adapted Perera et al.'s (2012) datasets for input into my own system. Included changes for thresholding. Checks on timing and accuracy, though not well validated yet. Will need to adjust to have solid accuracy checking. Broad overview of polynomial time algorithms for maximal cliques.
Good discussion to lay groundwork for multi-resolution processing.
3D Adjacency
Data from Perera et al.
(2012) 3books
2D View
Data from Perera et al.
(2012) 3books
Today: Wrapped up Perera et al. dataset adaption. After finding a bug in randomized ordering to ensure input order is inconsequential, I have success!!! See the animation (contains large amounts of "jitter" due to the different camera viewpoint in each frame) and adjacent images for object identification.
Roadblocks: N/A
Where Does this Fit In: Good to get back into development, especially when the theoretical results aren't sufficiently novel. Identified the need to generate a validation matrix for which points belong to which objects.