Superpixel-guided Iterative Learning from Noisy Labels for Medical Image
Segmentation

Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation

21 July 2021

Papers citing "Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation"

18 / 18 papers shown

Title
Segmentation with Noisy Labels via Spatially Correlated Distributions Ryu Tadokoro Tsukasa Takagi Shin-ichi Maeda 24 0 0 21 Apr 2025
Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels Erjian Guo Zicheng Wang Zhen Zhao Luping Zhou NoLa 61 0 0 12 Jan 2025
SP ${ }^3$ : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation Shiman Li Jiayue Zhao Shaolei Liu Xiaokun Dai Chenxi Zhang Zhijian Song 78 0 0 18 Nov 2024
Parallel Watershed Partitioning: GPU-Based Hierarchical Image Segmentation Varduhi Yeghiazaryan Yeva Gabrielyan Irina Voiculescu 19 0 0 11 Oct 2024
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise Nannan Wu Zhaobin Sun Zengqiang Yan Li Yu FedML 20 11 0 20 Dec 2023
Accurate Segmentation of Optic Disc And Cup from Multiple Pseudo-labels by Noise-aware Learning Tengjin Weng Yang Shen Zhidong Zhao Zhiming Cheng Shuai Wang 19 0 0 30 Nov 2023
Clean Label Disentangling for Medical Image Segmentation with Noisy Labels Zicheng Wang Zhen Zhao Erjian Guo Luping Zhou 14 1 0 28 Nov 2023
Learning to Segment from Noisy Annotations: A Spatial Correction Approach Jiacheng Yao Yikai Zhang Songzhu Zheng Mayank Goswami Prateek Prasanna Chao Chen 33 15 0 21 Jul 2023
Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video Segmentation Beilei Cui Minqing Zhang Mengya Xu An-Chi Wang Wu Yuan Hongliang Ren NoLa 30 3 0 12 Jul 2023
MILD: Modeling the Instance Learning Dynamics for Learning with Noisy Labels Chuanyan Hu Shipeng Yan Zhitong Gao Xuming He NoLa 16 4 0 20 Jun 2023
Robust T-Loss for Medical Image Segmentation Alvaro Gonzalez-Jimenez Simone Lionetti Philippe Gottfrois Fabian Gröger M. Pouly A. Navarini OOD 8 10 0 01 Jun 2023
Adaptive Superpixel for Active Learning in Semantic Segmentation Ho-Joong Kim Minhyeon Oh S. Hwang Suha Kwak Jungseul Ok 21 12 0 29 Mar 2023
Robust Point Cloud Segmentation with Noisy Annotations Shuquan Ye Dongdong Chen Songfang Han Jing Liao 3DPC 11 9 0 06 Dec 2022
Graph Reasoning Transformer for Image Parsing Dong Zhang Jinhui Tang Kwang-Ting Cheng ViT 19 16 0 20 Sep 2022
Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels Xiaoqing Guo Yixuan Yuan NoLa 10 10 0 16 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 29 79 0 01 Jun 2022
Combating noisy labels by agreement: A joint training method with co-regularization Hongxin Wei Lei Feng Xiangyu Chen Bo An NoLa 303 494 0 05 Mar 2020
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,599 0 19 Feb 2017