Topology-Aware Segmentation Using Discrete Morse Theory

18 March 2021

Xiaoling Hu

Papers citing "Topology-Aware Segmentation Using Discrete Morse Theory"

28 / 28 papers shown

Title
Dynamic Snake Upsampling Operater and Boundary-Skeleton Weighted Loss for Tubular Structure Segmentation Yiqi Chen Ganghai Huang Sheng Zhang Jianglin Dai 36 0 0 13 May 2025
Topology-Aware CLIP Few-Shot Learning Dazhi Huang VLM 38 0 0 03 May 2025
Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures Yousef Yeganeh Rui Xiao Goktug Guvercin Nassir Navab Azade Farshad MedIm 40 0 0 31 Dec 2024
Topograph: An efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation Laurin Lux Alexander H. Berger Alexander Weers Nico Stucki Daniel Rueckert Ulrich Bauer Johannes C. Paetzold 34 2 0 05 Nov 2024
TopoDiffusionNet: A Topology-aware Diffusion Model Saumya Gupta Dimitris Samaras Cheng Chen DiffM 36 4 0 22 Oct 2024
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation Pengfei Gu Yejia Zhang Huimin Li Chaoli Wang Danny Chen MedIm 63 1 0 15 Jun 2024
Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods Chuni Liu Boyuan Ma Xiaojuan Ban Yujie Xie Hao Wang Weihua Xue Jingchao Ma Ke Xu 46 4 0 29 Apr 2024
Wasserstein Auto-Encoders of Merge Trees (and Persistence Diagrams) Mathieu Pont Julien Tierny 26 3 0 05 Jul 2023
Euler Characteristic Transform Based Topological Loss for Reconstructing 3D Images from Single 2D Slices K. Nadimpalli A. Chattopadhyay Bastian Alexander Rieck 59 8 0 08 Mar 2023
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation Aishik Konwer Xiaoling Hu Joseph Bae Xuanang Xu Chaoyu Chen Prateek Prasanna 29 16 0 08 Feb 2023
Topologically faithful image segmentation via induced matching of persistence barcodes Nicolas Stucki Johannes C. Paetzold Suprosanna Shit Bjoern H. Menze Ulrich Bauer 22 38 0 28 Nov 2022
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography Images An Zeng Chunbiao Wu Meiping Huang Jian Zhuang Shanshan Bi ... Tianchen Wang Yiyu Shi Xiaomeng Li Guisen Lin Xiaowei Xu 20 58 0 03 Nov 2022
Autoencoder-Aided Visualization of Collections of Morse Complexes Jixian Li D. V. Boxel Joshua A. Levine 21 0 0 12 Oct 2022
BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentation Minh On Vu Ngoc Yizi Chen Nicolas Boutry Jonathan Fabrizio Clement Mallet 31 1 0 23 Jul 2022
Learning Topological Interactions for Multi-Class Medical Image Segmentation Saumya Gupta Xiaoling Hu James H. Kaan Michael Jin M. Mpoy ... Tahsin M. Kurc Joel H. Saltz A. Tassiopoulos Prateek Prasanna Chao Chen 16 42 0 20 Jul 2022
Enforcing connectivity of 3D linear structures using their 2D projections Doruk Öner Hussein Osman Mateusz Koziñski Pascal Fua 35 5 0 14 Jul 2022
Learning Probabilistic Topological Representations Using Discrete Morse Theory Xiaoling Hu Dimitris Samaras Chao Chen 16 20 0 03 Jun 2022
DTU-Net: Learning Topological Similarity for Curvilinear Structure Segmentation Manxi Lin Zahra Bashir M. Tolsgaard Anders Christensen Aasa Feragen MedIm 24 12 0 23 May 2022
Discussion of Évent History and Topological Data Analysis' Peter Bubenik 26 0 0 06 May 2022
Local Intensity Order Transformation for Robust Curvilinear Object Segmentation Tianyi Shi Nicolas Boutry Yongchao Xu Thierry Géraud 20 48 0 25 Feb 2022
A Topology-Attention ConvLSTM Network and Its Application to EM Images Jiaqi Yang Xiaoling Hu Chao Chen Chialing Tsai 3DPC MedIm 22 3 0 07 Feb 2022
Persistent Homology with Improved Locality Information for more Effective Delineation Doruk Öner A. Garin Mateusz Koziñski K. Hess Pascal Fua 44 7 0 12 Oct 2021
Cycle Representation Learning for Inductive Relation Prediction Zuoyu Yan Tengfei Ma Liangcai Gao Zhi Tang Chao Chen 21 20 0 06 Oct 2021
Topological Detection of Trojaned Neural Networks Songzhu Zheng Yikai Zhang H. Wagner Mayank Goswami Chao Chen AAML 26 40 0 11 Jun 2021
A survey on shape-constraint deep learning for medical image segmentation Simon Bohlender Ilkay Oksuz Anirban Mukhopadhyay 3DV 21 34 0 19 Jan 2021
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey Rosana El Jurdia Caroline Petitjean P. Honeine V. Cheplygina F. Abdallah SSeg MedIm 30 79 0 16 Nov 2020
Boundary-Aware Feature Propagation for Scene Segmentation Henghui Ding Xudong Jiang A. Liu N. Magnenat-Thalmann G. Wang 137 255 0 31 Aug 2019
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,639 0 02 Nov 2015