S$^2$ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for
Scribble-supervised Polyp Segmentation

S $^2$ ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation

1 June 2023

Mobarakol Islam

Hongliang Ren

Papers citing "S$^2$ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation"

14 / 14 papers shown

Title
SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative Learning Luyi Qiu Tristan Till Xiaobao Guo A. Kong Mamba 51 1 0 03 Mar 2025
Weakly Supervised Segmentation Framework for Thyroid Nodule Based on High-confidence Labels and High-rationality Losses Jianning Chi Zelan Li Geng Lin MingYang Sun Xiaosheng Yu 61 0 0 27 Feb 2025
QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images Thien B. Nguyen-Tat Hoang-An Vo Phuoc-Sang Dang 84 0 0 17 Feb 2025
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends Jiaxin Mei Tao Zhou Kaiwen Huang Yizhe Zhang Yi Zhou Ye Wu Huazhu Fu 176 14 0 20 Jan 2025
Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation Kaiwen Huang Tao Zhou Huazhu Fu Yizhe Zhang Yi Zhou Chen Gong Dong Liang VLM 97 3 0 18 Dec 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng Xu Nick Barnes Fahad Shahbaz Khan Salman Khan Deng-Ping Fan 57 4 0 22 Oct 2024
SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues Yuxin Xie Tao Zhou Yi Zhou Geng Chen VLM MedIm 51 1 0 27 Jun 2024
Ultrasound Nodule Segmentation Using Asymmetric Learning with Simple Clinical Annotation Xingyue Zhao Zhongyu Li Xiangde Luo Peiqi Li Peng Huang ... Yang Liu Jihua Zhu Meng Yang Shih-Wei Chang Jun Dong 38 4 0 23 Apr 2024
Skeleton Supervised Airway Segmentation Mingyue Zhao Han Li Li Fan Shiyuan Liu Xiaolan Qiu S.Kevin Zhou 45 1 0 11 Mar 2024
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation Y. Liu L. Lin K. Wong X. Tang 43 2 0 25 Jan 2024
Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey Zhenyu Wu Fengmao Lv Chenglizhao Chen Aimin Hao Shuo Li ELM 48 10 0 22 Jan 2024
ScribblePolyp: Scribble-Supervised Polyp Segmentation through Dual Consistency Alignment Zixun Zhang Yuncheng Jiang JunChao Wei Hannah Cui Zhen Li 36 0 0 09 Nov 2023
Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need An-Chi Wang Mobarakol Islam Mengya Xu Hongliang Ren 55 17 0 23 Jun 2022
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning Yidong Wang Hao Chen Qiang Heng Wenxin Hou Yue Fan ... Marios Savvides T. Shinozaki Bhiksha Raj Bernt Schiele Xing Xie 192 265 0 15 May 2022