Open quantumjot opened 10 months ago
We should consider using a KNN to construct the intial graph, and compare this with the current triangulation method.
https://pytorch-geometric.readthedocs.io/en/latest/generated/torch_geometric.nn.pool.knn_graph.html#torch_geometric.nn.pool.knn_graph
This would have the additional benefit of allowing alternative hypotheses (such as crossing) for object connections in the optimisation step, at the cost of additional computational complexity.
We should consider using a KNN to construct the intial graph, and compare this with the current triangulation method.
https://pytorch-geometric.readthedocs.io/en/latest/generated/torch_geometric.nn.pool.knn_graph.html#torch_geometric.nn.pool.knn_graph
This would have the additional benefit of allowing alternative hypotheses (such as crossing) for object connections in the optimisation step, at the cost of additional computational complexity.