Image de couverture de livre

HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image Segmentation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhang, Xiao, Wu, Shaoxuan, Zhang, Peilin, Jin, Zhuo, Xiong, Xiaosong, Bu, Qirong, Chen, Jingkun, Feng, Jun
Format:	Preprint
Publié:	2024
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Scribble-Supervised Medical Image Segmentation with Dynamic Teacher Switching and Hierarchical Consistency
par: Nguyen, Thanh-Huy, et autres
Publié: (2026)

TABNet: A Triplet Augmentation Self-Recovery Framework with Boundary-Aware Pseudo-Labels for Medical Image Segmentation
par: Zhang, Peilin, et autres
Publié: (2025)

ScribbleVS: Scribble-Supervised Medical Image Segmentation via Dynamic Competitive Pseudo Label Selection
par: Wang, Tao, et autres
Publié: (2024)

Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image
par: Wu, Shaoxuan, et autres
Publié: (2024)

MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation
par: Zhang, Ke, et autres
Publié: (2025)

Following the Diagnostic Trace: Visual Cognition-guided Cooperative Network for Chest X-Ray Diagnosis
par: Wu, Shaoxuan, et autres
Publié: (2026)

Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation
par: Yuan, Jing, et autres
Publié: (2024)

Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label
par: Zhang, Xinliang, et autres
Publié: (2024)

Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets
par: Boettcher, Wolfgang, et autres
Publié: (2024)

Scribble-Based Interactive Segmentation of Medical Hyperspectral Images
par: Wang, Zhonghao, et autres
Publié: (2024)

DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image Segmentation
par: Yang, Yitong, et autres
Publié: (2024)

PASC-Net:Plug-and-play Shape Self-learning Convolutions Network with Hierarchical Topology Constraints for Vessel Segmentation
par: Zhang, Xiao, et autres
Publié: (2025)

Revisiting 3D Medical Scribble Supervision: Benchmarking Beyond Cardiac Segmentation
par: Gotkowski, Karol, et autres
Publié: (2024)

MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation
par: Han, Xiaoxiang, et autres
Publié: (2024)

SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative Learning
par: Qiu, Luyi, et autres
Publié: (2025)

From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation
par: Chen, Jingkun, et autres
Publié: (2025)

ScribbleLight: Single Image Indoor Relighting with Scribbles
par: Choi, Jun Myeong, et autres
Publié: (2024)

P3Net: Progressive and Periodic Perturbation for Semi-Supervised Medical Image Segmentation
par: Yao, Zhenyan, et autres
Publié: (2025)

ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation
par: Li, Zihan, et autres
Publié: (2024)

MixPolyp: Integrating Mask, Box and Scribble Supervision for Enhanced Polyp Segmentation
par: Hu, Yiwen, et autres
Publié: (2024)

Exploiting Inherent Class Label: Towards Robust Scribble Supervised Semantic Segmentation
par: Zhang, Xinliang, et autres
Publié: (2025)

ScribbleEdit: Synthetic Data for Image Editing with Scribbles and Text
par: Ji, Anya, et autres
Publié: (2026)

QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images
par: Nguyen-Tat, Thien B., et autres
Publié: (2025)

SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization
par: Zhang, Yichi, et autres
Publié: (2023)

Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning
par: Zhou, Pengcheng, et autres
Publié: (2025)

PLESS: Pseudo-Label Enhancement with Spreading Scribbles for Weakly Supervised Segmentation
par: Gabrielyan, Yeva, et autres
Publié: (2026)

From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels
par: Wang, Zhisong, et autres
Publié: (2024)

FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention
par: Liu, Xiwei, et autres
Publié: (2024)

A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging
par: Xu, Guoping, et autres
Publié: (2024)

ScribbleSense: Generative Scribble-Based Texture Editing with Intent Prediction
par: Zhang, Yudi, et autres
Publié: (2026)

Dual-Scale Volume Priors with Wasserstein-Based Consistency for Semi-Supervised Medical Image Segmentation
par: Meng, Junying, et autres
Publié: (2025)

ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation
par: Schnell, Jacob, et autres
Publié: (2023)

Prototype Contrastive Consistency Learning for Semi-Supervised Medical Image Segmentation
par: He, Shihuan, et autres
Publié: (2025)

Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation
par: Koo, Heejoon
Publié: (2023)

AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation
par: Zhu, Guanghao, et autres
Publié: (2024)

Style-Aware Blending and Prototype-Based Cross-Contrast Consistency for Semi-Supervised Medical Image Segmentation
par: Chen, Chaowei, et autres
Publié: (2025)

Camyla: Scaling Autonomous Research in Medical Image Segmentation
par: Gao, Yifan, et autres
Publié: (2026)

GTPC-SSCD: Gate-guided Two-level Perturbation Consistency-based Semi-Supervised Change Detection
par: Xing, Yan, et autres
Publié: (2024)

ScribbleDose: Scribble-Guided Dose Prediction in Radiotherapy
par: Zhang, Zhenxi, et autres
Publié: (2026)

VQ-Seg: Vector-Quantized Token Perturbation for Semi-Supervised Medical Image Segmentation
par: Yang, Sicheng, et autres
Publié: (2026)