Persistence Codebooks for Topological Data Analysis

Persistence Codebooks for Topological Data Analysis

13 February 2018

Bartosz Zieliñski

Michal Lipinski

Matthias Zeppelzauer

Papers citing "Persistence Codebooks for Topological Data Analysis"

16 / 16 papers shown

Title
Persistence Bag-of-Words for Topological Data Analysis Bartosz Zieliñski Michal Lipinski M. Juda Matthias Zeppelzauer Paweł Dłotko 48 22 0 21 Dec 2018
Perturbation Robust Representations of Topological Persistence Diagrams Anirudh Som Kowshik Thopalli Karthikeyan N. Ramamurthy Vinay Venkataraman Ankita Shukla Pavan Turaga 25 16 0 26 Jul 2018
Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams Tam Le M. Yamada 58 79 0 10 Feb 2018
A Study on Topological Descriptors for the Analysis of 3D Surface Texture Matthias Zeppelzauer Bartosz Zieliñski M. Juda Markus Seidl 3DV 40 12 0 29 Oct 2017
Tropical Sufficient Statistics for Persistent Homology Anthea Monod Sara Kalisnik J. A. Patino-Galindo Lorin Crawford 29 24 0 08 Sep 2017
Deep Learning with Topological Signatures Christoph Hofer Roland Kwitt Marc Niethammer A. Uhl 3DPC 62 243 0 13 Jul 2017
Sliced Wasserstein Kernel for Persistence Diagrams Mathieu Carrière Marco Cuturi S. Oudot 56 237 0 11 Jun 2017
Applying Topological Persistence in Convolutional Neural Network for Music Audio Signals Jen-Yu Liu Shyh-Kang Jeng Yi-Hsuan Yang 49 35 0 26 Aug 2016
Geometry-Informed Material Recognition Joseph DeGol Mani Golparvar-Fard Derek Hoiem 3DV 40 50 0 18 Jul 2016
Minimax Rate-Optimal Estimation of Divergences between Discrete Distributions Rushil Anirudh Jiantao Jiao Pavan Turaga 33 39 0 30 May 2016
Persistence Images: A Stable Vector Representation of Persistent Homology Henry Adams Sofya Chepushtanova Tegan H. Emerson Eric M. Hanson Michael Kirby Francis C. Motta R. Neville C. Peterson Patrick D. Shipman Lori Ziegelmeier 74 679 0 22 Jul 2015
Comparing persistence diagrams through complex vectors B. D. Fabio M. Ferri 45 65 0 06 May 2015
A persistence landscapes toolbox for topological statistics Peter Bubenik Paweł Dłotko 90 162 0 31 Dec 2014
A Stable Multi-Scale Kernel for Topological Machine Learning Jan Reininghaus Stefan Huber Ulrich Bauer Roland Kwitt 60 346 0 21 Dec 2014
Classification of Hepatic Lesions using the Matching Metric Aaron B. Adcock D. Rubin Gunnar Carlsson 163 104 0 02 Oct 2012
Statistical topological data analysis using persistence landscapes Peter Bubenik 146 857 0 27 Jul 2012