From Raw Data to Structural Semantics: Trade-offs among Distortion, Rate, and Inference Accuracy

Charmin Asirimath, Chathuranga Weeraddana, Sumudu Samarakoon +2

This work explores the advantages of using persistence diagrams (PDs), topological signatures of raw point cloud data, in a point-to-point communication setting. PD is a structural…