ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation

18 April 2016

Papers citing "ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation"

50 / 475 papers shown

Title
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Ke Zhang Vishal M. Patel 46 0 0 28 Mar 2025
Approximate Size Targets Are Sufficient for Accurate Semantic Segmentation Xingye Fan Zhongwen Z. Zhang Yuri Boykov VLM 39 0 0 10 Mar 2025
FrGNet: A fourier-guided weakly-supervised framework for nuclear instance segmentation Peng Ling 63 0 0 14 Feb 2025
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation Zhiwei Yang Yucong Meng Kexue Fu Shuo Wang Zhijian Song 85 1 0 20 Jan 2025
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization Zijie Fang Yifeng Wang Peizhang Xie Zhi Wang Yongbing Zhang 41 0 0 31 Dec 2024
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance Hallee E. Wong Jose Javier Gonzalez Ortiz John Guttag Adrian V. Dalca 88 0 0 19 Dec 2024
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT Segmentation Jiaqi Yang Nitish Mehta Xiaoling Hu C. L. P. Chen Chia-Ling Tsai 64 0 0 19 Nov 2024
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
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation Xiaoxiang Han Xinyu Li Jiang Shang Yiman Liu Keyan Chen Qiaohong Liu Qi Zhang Qi Zhang Mamba 20 0 0 28 Sep 2024
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 32 0 0 29 Aug 2024
Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation Jing Yuan Tania Stathaki 33 0 0 24 Aug 2024
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets Wolfgang Boettcher Lukas Hoyer Ozan Unal J. E. Lenssen Bernt Schiele 28 0 0 22 Aug 2024
Interactive 3D Medical Image Segmentation with SAM 2 Chuyun Shen Wenhao Li Yuhang Shi Xiangfeng Wang VLM MedIm 28 13 0 05 Aug 2024
Bayesian Active Learning for Semantic Segmentation Sima Didari Wenjun Hu Jae Oh Woo Heng Hao Hankyu Moon Seungjai Min 44 0 0 03 Aug 2024
SAM-Driven Weakly Supervised Nodule Segmentation with Uncertainty-Aware Cross Teaching Xingyue Zhao Peiqi Li Xiangde Luo Meng Yang Shih-Wei Chang Zhongyu Li 36 0 0 18 Jul 2024
Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic Segmentation Chang Liu Giulia Rizzoli Pietro Zanuttigh Fu Li Yi Niu CLL 48 1 0 18 Jul 2024
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras Hoonhee Cho Sung-Hoon Yoon H. Kweon Kuk-Jin Yoon 26 1 0 15 Jul 2024
Knowledge Transfer with Simulated Inter-Image Erasing for Weakly Supervised Semantic Segmentation Tao Chen XiRuo Jiang Gensheng Pei Zeren Sun Yucheng Wang Yazhou Yao 44 8 0 03 Jul 2024
Diffusion Models and Representation Learning: A Survey Michael Fuest Pingchuan Ma Ming Gui Johannes S. Fischer Vincent Tao Hu Bjorn Ommer DiffM 30 19 0 30 Jun 2024
Precision matters: Precision-aware ensemble for weakly supervised semantic segmentation Junsung Park Hyunjung Shim 29 0 0 28 Jun 2024
ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk across Tasks for Few-scribble based Cardiac Segmentation Ke Zhang Vishal M. Patel 39 2 0 19 Jun 2024
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Song Zhang Qingzhong Wang Junyi Liu Haoyi Xiong 42 1 0 16 Jun 2024
Interactive Image Selection and Training for Brain Tumor Segmentation Network Matheus A. Cerqueira Flávia Sprenger Bernardo C. A. Teixeira Alexandre X. Falcão 38 3 0 05 Jun 2024
W-RIZZ: A Weakly-Supervised Framework for Relative Traversability Estimation in Mobile Robotics Andre Schreiber A. N. Sivakumar Peter Du M. V. Gasparino Girish Chowdhary Katherine Driggs-Campbell 28 2 0 04 Jun 2024
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation Junehyoung Kwon Eunju Lee Yunsung Cho Youngbin Kim 43 4 0 28 May 2024
Competing for pixels: a self-play algorithm for weakly-supervised segmentation Shaheer U. Saeed Shiqi Huang João Ramalhinho Iani J. M. B. Gayo Nina Montaña-Brown ... Stephen P. Pereira Brian R. Davidson D. Barratt Matthew J. Clarkson Yipeng Hu 63 0 0 26 May 2024
A Classifier-Free Incremental Learning Framework for Scalable Medical Image Segmentation Xiaoyang Chen Hao Zheng Yifang Xie Yuncong Ma Tengfei Li CLL 35 0 0 25 May 2024
Label-efficient Semantic Scene Completion with Scribble Annotations Song Wang Jiawei Yu Wentong Li Hao Shi Kailun Yang Junbo Chen Jianke Zhu 32 5 0 24 May 2024
DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image Segmentation Yitong Yang Xinli Xu Haigen Hu Haixia Long Qianwei Zhou Qiu Guan FedML MedIm 34 0 0 23 May 2024
Hierarchical Salient Patch Identification for Interpretable Fundus Disease Localization Yitao Peng Lianghua He D. Hu FAtt 44 0 0 23 May 2024
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation Yu Lei Haolun Luo Lituan Wang Zhenwei Zhang Lei Zhang 28 1 0 10 May 2024
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information Qi Lai Chi-Man Vong 30 0 0 08 May 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 26 3 0 23 Apr 2024
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models Yuyan Shi Jialu Ma Jin Yang Shasha Wang Yichi Zhang MedIm VLM 19 2 0 20 Apr 2024
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images Marius Schmidt-Mengin Alexis Benichoux S. Belachew N. Komodakis Nikos Paragios MedIm 24 1 0 19 Apr 2024
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation Chongjie Si Xuehui Wang Xiaokang Yang Wei Shen CLL 28 1 0 18 Apr 2024
Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation Qing En Yuhong Guo 27 0 0 18 Apr 2024
Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation Zhiwei Yang Yucong Meng Kexue Fu Shuo Wang Zhijian Song 34 4 0 12 Apr 2024
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation Izumi Fujimori Masaki Oono M. Shishibori ViT 31 0 0 04 Apr 2024
Rethinking Saliency-Guided Weakly-Supervised Semantic Segmentation Beomyoung Kim Donghyeon Kim Sung Ju Hwang 29 0 0 01 Apr 2024
DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation Yuanchen Wu Xichen Ye Kequan Yang Jide Li Xiaoqiang Li 44 9 0 17 Mar 2024
Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation Feilong Tang Zhongxing Xu Zhaojun Qu Wei Feng Xingjian Jiang Zongyuan Ge 48 7 0 12 Mar 2024
Skeleton Supervised Airway Segmentation Mingyue Zhao Han Li Li Fan Shiyuan Liu Xiaolan Qiu S.Kevin Zhou 29 1 0 11 Mar 2024
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning Zhaoxin Fan Runmin Jiang Junhao Wu Xin Huang Tianyang Wang Heng Huang Min Xu 27 2 0 05 Mar 2024
SA-MixNet: Structure-aware Mixup and Invariance Learning for Scribble-supervised Road Extraction in Remote Sensing Images Jie Feng Hao Huang Junpeng Zhang Weisheng Dong Dingwen Zhang Licheng Jiao 25 2 0 03 Mar 2024
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation Lian Xu Bennamoun F. Boussaïd Wanli Ouyang Ferdous Sohel Dan Xu 35 3 0 02 Mar 2024
Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation Zhiwei Yang Kexue Fu Minghong Duan Linhao Qu Shuo Wang Zhijian Song 35 15 0 28 Feb 2024
Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label Xinliang Zhang Lei Zhu Hangzhou He Lujia Jin Yanye Lu DiffM 29 3 0 27 Feb 2024
HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images Mobina Mansoori Sajjad Shahabodini J. Abouei Arash Mohammadi Konstantinos N. Plataniotis 24 0 0 16 Feb 2024
Beyond Strong labels: Weakly-supervised Learning Based on Gaussian Pseudo Labels for The Segmentation of Ellipse-like Vascular Structures in Non-contrast CTs Qixiang Ma Antoine Lucas Huazhong Shu A. Kaladji P. Haigron 24 0 0 05 Feb 2024