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Persistent Homology Transform for Modeling Shapes and Surfaces

3 October 2013

Papers citing "Persistent Homology Transform for Modeling Shapes and Surfaces"

31 / 31 papers shown

Title
Diss-l-ECT: Dissecting Graph Data with Local Euler Characteristic Transforms Julius von Rohrscheidt Bastian Rieck 110 1 0 03 Oct 2024
A Topological Machine Learning Pipeline for Classification Francesco Conti Davide Moroni M. A. Pascali 45 11 0 26 Sep 2023
Invariant Representations of Embedded Simplicial Complexes Taejin Paik 47 1 0 27 Feb 2023
Importance attribution in neural networks by means of persistence landscapes of time series Aina Ferrà Carles Casacuberta O. Pujol AI4TS 65 4 0 06 Feb 2023
An Adversarial Robustness Perspective on the Topology of Neural Networks Morgane Goibert Thomas Ricatte Elvis Dohmatob AAML 66 2 0 04 Nov 2022
A Sheaf-Theoretic Construction of Shape Space Shreya Arya Justin Curry S. Mukherjee 35 3 0 19 Apr 2022
Persistent Homology with Improved Locality Information for more Effective Delineation Doruk Öner A. Garin Mateusz Koziñski K. Hess Pascal Fua 70 9 0 12 Oct 2021
Statistical analysis of locally parameterized shapes Mohsen Taheri Jörn Schulz 18 5 0 18 Aug 2021
Scalar Field Comparison with Topological Descriptors: Properties and Applications for Scientific Visualization Lin Yan Talha Bin Masood Raghavendra Sridharamurthy Farhan Rasheed Vijay Natarajan Ingrid Hotz Bei Wang 74 68 0 01 Jun 2021
A Domain-Oblivious Approach for Learning Concise Representations of Filtered Topological Spaces for Clustering Yuzhen Qin Brittany Terese Fasy C. Wenk Brian Summa 127 4 0 25 May 2021
From Geometry to Topology: Inverse Theorems for Distributed Persistence Elchanan Solomon Alexander Wagner Paul Bendich 50 23 0 28 Jan 2021
Using Persistent Homology Topological Features to Characterize Medical Images: Case Studies on Lung and Brain Cancers Chul Moon Qiwei Li Guanghua Xiao 50 9 0 07 Dec 2020
Visual Object Recognition in Indoor Environments Using Topologically Persistent Features Ekta U. Samani Xingjian Yang A. Banerjee 60 14 0 07 Oct 2020
Additive stacking for disaggregate electricity demand forecasting Christian Capezza B. Palumbo Y. Goude S. Wood Matteo Fasiolo AI4TS 82 7 0 20 May 2020
On approximation theorems for the Euler characteristic with applications to the bootstrap Johannes T. N. Krebs Benjamin Roycraft W. Polonik 81 8 0 15 May 2020
Bootstrapping Persistent Betti Numbers and Other Stabilizing Statistics Benjamin Roycraft Johannes T. N. Krebs W. Polonik 56 6 0 04 May 2020
A Topological "Reading" Lesson: Classification of MNIST using TDA A. Garin Guillaume Tauzin 81 67 0 18 Oct 2019
A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification Yu-Min Chung Chuan-Shen Hu Y. Lo Hau‐Tieng Wu 41 51 0 09 Aug 2019
Persistence Curves: A canonical framework for summarizing persistence diagrams Yu-Min Chung A. Lawson 43 74 0 16 Apr 2019
Tree-Sliced Variants of Wasserstein Distances Tam Le M. Yamada Kenji Fukumizu Marco Cuturi OT 87 84 0 01 Feb 2019
The persistence landscape and some of its properties Peter Bubenik 46 63 0 11 Oct 2018
A Kernel for Multi-Parameter Persistent Homology René Corbet Ulderico Fugacci Michael Kerber C. Landi Bei Wang 47 49 0 26 Sep 2018
Persistence paths and signature features in topological data analysis I. Chevyrev Vidit Nanda Harald Oberhauser 73 69 0 01 Jun 2018
How Many Directions Determine a Shape and other Sufficiency Results for Two Topological Transforms Justin Curry S. Mukherjee Katharine Turner 57 68 0 24 May 2018
Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features Talha Qaiser Yee Wah Tsang D. Taniyama Naoya Sakamoto Kazuaki Nakane David B. A. Epstein Nasir M. Rajpoot 62 181 0 09 May 2018
Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams Tam Le M. Yamada 107 80 0 10 Feb 2018
Gaussian Process Landmarking on Manifolds Tingran Gao S. Kovalsky Ingrid Daubechies 127 39 0 09 Feb 2018
An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists Frédéric Chazal Bertrand Michel 107 598 0 11 Oct 2017
Tropical Sufficient Statistics for Persistent Homology Anthea Monod Sara Kalisnik J. A. Patino-Galindo Lorin Crawford 48 24 0 08 Sep 2017
Deep Learning with Topological Signatures Christoph Hofer Roland Kwitt Marc Niethammer A. Uhl 3DPC 78 245 0 13 Jul 2017
The Diffusion Geometry of Fibre Bundles: Horizontal Diffusion Maps Tingran Gao 117 20 0 07 Feb 2016