Mumford-Shah Loss Functional for Image Segmentation with Deep Learning

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Mumford-Shah Loss Functional for Image Segmentation with Deep Learning

5 April 2019

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Papers citing "Mumford-Shah Loss Functional for Image Segmentation with Deep Learning"

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Title
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding Zihan Li Yuan Zheng Xiangde Luo Dandan Shan Qingqi Hong 72 23 0 30 Jul 2023
Semi-Automated Segmentation of Geoscientific Data Using Superpixels Conrad P. Koziol E. Haber 16 0 0 20 Mar 2023
Unsupervised Cardiac Segmentation Utilizing Synthesized Images from Anatomical Labels Sihan Wang Fuping Wu Lei Li Zheyao Gao Byung-Woo Hong Xiahai Zhuang 80 2 0 15 Jan 2023
Annotation by Clicks: A Point-Supervised Contrastive Variance Method for Medical Semantic Segmentation Qing En Yuhong Guo 48 4 0 17 Dec 2022
YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation Li Lin Linkai Peng Huaqing He Pujin Cheng Jiewei Wu Kenneth K. Y. Wong Xiaoying Tang 78 15 0 11 Dec 2022
Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution Wentong Li Wenyu Liu Jianke Zhu Miaomiao Cui Risheng Yu Xia Hua Lei Zhang ISeg 111 33 0 03 Dec 2022
Estimating Appearance Models for Image Segmentation via Tensor Factorization J. F. R. Neto 161 0 0 16 Aug 2022
PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation Shuwei Zhai Guotai Wang Xiangde Luo Qian Yue Kang Li Shaoting Zhang 3DPC 69 26 0 11 Aug 2022
Box-supervised Instance Segmentation with Level Set Evolution Wentong Li Wenyu Liu Jianke Zhu Miaomiao Cui Xia Hua Lei Zhang ISeg 76 61 0 19 Jul 2022
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision Xiangde Luo Minhao Hu Wenjun Liao Shuwei Zhai Tao Song Guotai Wang Shaoting Zhang 98 103 0 04 Mar 2022
Segmentation and Risk Score Prediction of Head and Neck Cancers in PET/CT Volumes with 3D U-Net and Cox Proportional Hazard Neural Networks F. Yousefirizi I. Janzen Natalia Dubljevic Yueh-En Liu Chloe Hill Calum MacAulay Arman Rahmim 79 5 0 16 Feb 2022
Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images Vincent Andrearczyk Valentin Oreiller S. Boughdad C. Cheze-le-Rest H. Elhalawani ... John O. Prior M. Vallières D. Visvikis M. Hatt Adrien Depeursinge 88 84 0 11 Jan 2022
Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks Junyu Chen Ye Li L. Luna H. Chung S. Rowe Yong Du L. Solnes Eric C. Frey 24 19 0 17 Apr 2021
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey Rosana El Jurdia Caroline Petitjean P. Honeine Veronika Cheplygina F. Abdallah SSeg MedIm 91 83 0 16 Nov 2020
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study J. Castillo-Navarro Bertrand Le Saux Alexandre Boulch Nicolas Audebert Sébastien Lefèvre 43 72 0 15 Oct 2020
An Elastic Interaction-Based Loss Function for Medical Image Segmentation Yuan Lan Y. Xiang Luchan Zhang 33 21 0 06 Jul 2020
A Characteristic Function-based Algorithm for Geodesic Active Contours Jun Ma Dong Wang Xiaoping Wang Xiaoping Yang 89 24 0 01 Jul 2020
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 186 684 0 16 Oct 2019