Robust and Annotation-Free Wound Segmentation on Noisy Real-World Pressure Ulcer Images: Towards Automated DESIGN-R\textsuperscript{\textregistered} Assessment
Fuente:
arXiv
Saved in:
| Main Author: | Tsai, Yun-Cheng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Turns Out I'm Not Real: Towards Robust Detection of AI-Generated Videos
by: Liu, Qingyuan, et al.
Published: (2024)
by: Liu, Qingyuan, et al.
Published: (2024)
Noisy Annotations in Semantic Segmentation
by: Kimhi, Moshe, et al.
Published: (2024)
by: Kimhi, Moshe, et al.
Published: (2024)
Toward Real-World High-Precision Image Matting and Segmentation
by: Zhou, Haipeng, et al.
Published: (2026)
by: Zhou, Haipeng, et al.
Published: (2026)
Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations
by: Li, Ming, et al.
Published: (2024)
by: Li, Ming, et al.
Published: (2024)
Towards Real Zero-Shot Camouflaged Object Segmentation without Camouflaged Annotations
by: Lei, Cheng, et al.
Published: (2024)
by: Lei, Cheng, et al.
Published: (2024)
{S\textsuperscript{2}M\textsuperscript{2}}: Scalable Stereo Matching Model for Reliable Depth Estimation
by: Min, Junhong, et al.
Published: (2025)
by: Min, Junhong, et al.
Published: (2025)
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything Model
by: Zhang, Yixin, et al.
Published: (2023)
by: Zhang, Yixin, et al.
Published: (2023)
Adaptive Label Correction for Robust Medical Image Segmentation with Noisy Labels
by: Qian, Chengxuan, et al.
Published: (2025)
by: Qian, Chengxuan, et al.
Published: (2025)
Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images
by: Li, Kaiyu, et al.
Published: (2025)
by: Li, Kaiyu, et al.
Published: (2025)
WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care
by: Borst, Vanessa, et al.
Published: (2025)
by: Borst, Vanessa, et al.
Published: (2025)
Robust Noisy Pseudo-label Learning for Semi-supervised Medical Image Segmentation Using Diffusion Model
by: Xi, Lin, et al.
Published: (2025)
by: Xi, Lin, et al.
Published: (2025)
Wound Tissue Segmentation in Diabetic Foot Ulcer Images Using Deep Learning: A Pilot Study
by: Dhar, Mrinal Kanti, et al.
Published: (2024)
by: Dhar, Mrinal Kanti, et al.
Published: (2024)
Holistic Reliability Propagation: Decoupling Annotation and Prediction for Robust Noisy-Label
by: Mao, Jingyang, et al.
Published: (2026)
by: Mao, Jingyang, et al.
Published: (2026)
Benchmarking Real-World Medical Image Classification with Noisy Labels: Challenges, Practice, and Outlook
by: Ma, Yuan, et al.
Published: (2025)
by: Ma, Yuan, et al.
Published: (2025)
Annotating Ambiguous Images: General Annotation Strategy for High-Quality Data with Real-World Biomedical Validation
by: Schmarje, Lars, et al.
Published: (2023)
by: Schmarje, Lars, et al.
Published: (2023)
DePatch: Towards Robust Adversarial Patch for Evading Person Detectors in the Real World
by: Cheng, Jikang, et al.
Published: (2024)
by: Cheng, Jikang, et al.
Published: (2024)
RealRestorer: Towards Generalizable Real-World Image Restoration with Large-Scale Image Editing Models
by: Yang, Yufeng, et al.
Published: (2026)
by: Yang, Yufeng, et al.
Published: (2026)
Affinity-Graph-Guided Contractive Learning for Pretext-Free Medical Image Segmentation with Minimal Annotation
by: Cheng, Zehua, et al.
Published: (2024)
by: Cheng, Zehua, et al.
Published: (2024)
Annotation-Free Human Sketch Quality Assessment
by: Yang, Lan, et al.
Published: (2025)
by: Yang, Lan, et al.
Published: (2025)
Annotation Free Semantic Segmentation with Vision Foundation Models
by: Seifi, Soroush, et al.
Published: (2024)
by: Seifi, Soroush, et al.
Published: (2024)
Improving Automated Wound Assessment Using Joint Boundary Segmentation and Multi-Class Classification Models
by: Tusar, Mehedi Hasan, et al.
Published: (2026)
by: Tusar, Mehedi Hasan, et al.
Published: (2026)
Reducing Annotating Load: Active Learning with Synthetic Images in Surgical Instrument Segmentation
by: Peng, Haonan, et al.
Published: (2021)
by: Peng, Haonan, et al.
Published: (2021)
Make It Up: Fake Images, Real Gains in Generalized Few-shot Semantic Segmentation
by: Xie, Guohuan, et al.
Published: (2026)
by: Xie, Guohuan, et al.
Published: (2026)
Robust Human Registration with Body Part Segmentation on Noisy Point Clouds
by: Lascheit, Kai, et al.
Published: (2025)
by: Lascheit, Kai, et al.
Published: (2025)
Deep Self-Cleansing for Medical Image Segmentation with Noisy Labels
by: Dong, Jiahua, et al.
Published: (2024)
by: Dong, Jiahua, et al.
Published: (2024)
Pressure Field Reconstruction with SIREN: A Mesh-Free Approach for Image Velocimetry in Complex Noisy Environments
by: Miotto, Renato F., et al.
Published: (2025)
by: Miotto, Renato F., et al.
Published: (2025)
Collaborative Group: Composed Image Retrieval via Consensus Learning from Noisy Annotations
by: Zhang, Xu, et al.
Published: (2023)
by: Zhang, Xu, et al.
Published: (2023)
Medical Image Segmentation with SAM-generated Annotations
by: Häkkinen, Iira, et al.
Published: (2024)
by: Häkkinen, Iira, et al.
Published: (2024)
Denoise and Align: Towards Source-Free UDA for Robust Panoramic Semantic Segmentation
by: Chang, Yaowen, et al.
Published: (2026)
by: Chang, Yaowen, et al.
Published: (2026)
Semantic Segmentation for Real-World and Synthetic Vehicle's Forward-Facing Camera Images
by: Nguyen, Tuan T., et al.
Published: (2024)
by: Nguyen, Tuan T., et al.
Published: (2024)
M\textsuperscript{4}Fuse: Lightweight State-Space MoE with a Cross-Scale Gating Bridge for Brain Tumor Segmentation
by: Zhou, Meihua, et al.
Published: (2026)
by: Zhou, Meihua, et al.
Published: (2026)
Staged Voxel-Level Deep Reinforcement Learning for 3D Medical Image Segmentation with Noisy Annotations
by: Fu, Yuyang, et al.
Published: (2026)
by: Fu, Yuyang, et al.
Published: (2026)
DomainVerse: A Benchmark Towards Real-World Distribution Shifts For Tuning-Free Adaptive Domain Generalization
by: Hou, Feng, et al.
Published: (2024)
by: Hou, Feng, et al.
Published: (2024)
Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation
by: Liu, Chenying, et al.
Published: (2024)
by: Liu, Chenying, et al.
Published: (2024)
Region-Normalized DPO for Medical Image Segmentation under Noisy Judges
by: Kalisch, Hamza, et al.
Published: (2026)
by: Kalisch, Hamza, et al.
Published: (2026)
Robust Remote Sensing Image-Text Retrieval with Noisy Correspondence
by: Song, Qiya, et al.
Published: (2026)
by: Song, Qiya, et al.
Published: (2026)
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation
by: Jo, Sanghyun, et al.
Published: (2025)
by: Jo, Sanghyun, et al.
Published: (2025)
Annotation Free Spacecraft Detection and Segmentation using Vision Language Models
by: Hicsonmez, Samet, et al.
Published: (2026)
by: Hicsonmez, Samet, et al.
Published: (2026)
ALISE: Annotation-Free LiDAR Instance Segmentation for Autonomous Driving
by: Lyu, Yongxuan, et al.
Published: (2025)
by: Lyu, Yongxuan, et al.
Published: (2025)
HazeCLIP: Towards Language Guided Real-World Image Dehazing
by: Wang, Ruiyi, et al.
Published: (2024)
by: Wang, Ruiyi, et al.
Published: (2024)
Similar Items
-
Turns Out I'm Not Real: Towards Robust Detection of AI-Generated Videos
by: Liu, Qingyuan, et al.
Published: (2024) -
Noisy Annotations in Semantic Segmentation
by: Kimhi, Moshe, et al.
Published: (2024) -
Toward Real-World High-Precision Image Matting and Segmentation
by: Zhou, Haipeng, et al.
Published: (2026) -
Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations
by: Li, Ming, et al.
Published: (2024) -
Towards Real Zero-Shot Camouflaged Object Segmentation without Camouflaged Annotations
by: Lei, Cheng, et al.
Published: (2024)