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PI-Net: A Deep Learning Approach to Extract Topological Persistence Images

Topological features such as persistence diagrams and their functional approximations like persistence images (PIs) have been showing substantial promise for machine learning and computer vision applications. This is greatly attributed to the robustness topological representations provide against di...

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Bibliografski detalji
Izdano u:Conf Comput Vis Pattern Recognit Workshops
Glavni autori: Som, Anirudh, Choi, Hongjun, Ramamurthy, Karthikeyan Natesan, Buman, Matthew P., Turaga, Pavan
Format: Artigo
Jezik:Inglês
Izdano: 2020
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7521829/
https://ncbi.nlm.nih.gov/pubmed/32995068
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/cvprw50498.2020.00425
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