Semi-Unsupervised Microscopy Segmentation with Fuzzy Logic and Spatial Statistics for Cross-Domain Analysis Using a GUI
Fuente:
arXiv
Saved in:
| Main Authors: | Das, Surajit, Zun, Pavel |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
High-Throughput Low-Cost Segmentation of Brightfield Microscopy Live Cell Images
by: Das, Surajit, et al.
Published: (2025)
by: Das, Surajit, et al.
Published: (2025)
Intelligent Software System for Low-Cost, Brightfield Segmentation: Algorithmic Implementation for Cytometric Auto-Analysis
by: Das, Surajit, et al.
Published: (2025)
by: Das, Surajit, et al.
Published: (2025)
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis
by: Tsiporenko, Illia, et al.
Published: (2024)
by: Tsiporenko, Illia, et al.
Published: (2024)
Unsupervised Microscopy Video Denoising
by: Aiyetigbo, Mary, et al.
Published: (2024)
by: Aiyetigbo, Mary, et al.
Published: (2024)
Unsupervised Domain Adaptation for Pediatric Brain Tumor Segmentation
by: Fu, Jingru, et al.
Published: (2024)
by: Fu, Jingru, et al.
Published: (2024)
CoPT: Unsupervised Domain Adaptive Segmentation using Domain-Agnostic Text Embeddings
by: Mata, Cristina, et al.
Published: (2025)
by: Mata, Cristina, et al.
Published: (2025)
Domain and Content Adaptive Convolutions for Cross-Domain Adenocarcinoma Segmentation
by: Wilm, Frauke, et al.
Published: (2024)
by: Wilm, Frauke, et al.
Published: (2024)
DINO-Mix: Distilling Foundational Knowledge with Cross-Domain CutMix for Semi-supervised Class-imbalanced Medical Image Segmentation
by: Liu, Xinyu, et al.
Published: (2026)
by: Liu, Xinyu, et al.
Published: (2026)
Using Unsupervised Domain Adaptation Semantic Segmentation for Pulmonary Embolism Detection in Computed Tomography Pulmonary Angiogram (CTPA) Images
by: Lin, Wen-Liang, et al.
Published: (2026)
by: Lin, Wen-Liang, et al.
Published: (2026)
Adenocarcinoma Segmentation Using Pre-trained Swin-UNet with Parallel Cross-Attention for Multi-Domain Imaging
by: Qayyum, Abdul, et al.
Published: (2024)
by: Qayyum, Abdul, et al.
Published: (2024)
Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation
by: Zeng, Hongye, et al.
Published: (2024)
by: Zeng, Hongye, et al.
Published: (2024)
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation
by: Shirokikh, Boris, et al.
Published: (2025)
by: Shirokikh, Boris, et al.
Published: (2025)
VFM-UDA++: Improving Network Architectures and Data Strategies for Unsupervised Domain Adaptive Semantic Segmentation
by: Englert, Brunó B., et al.
Published: (2025)
by: Englert, Brunó B., et al.
Published: (2025)
GUI-based Pedicle Screw Planning on Fluoroscopic Images Utilizing Vertebral Segmentation
by: Maik, Vivek, et al.
Published: (2024)
by: Maik, Vivek, et al.
Published: (2024)
Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation
by: Kumari, Suruchi, et al.
Published: (2024)
by: Kumari, Suruchi, et al.
Published: (2024)
QWD-GAN: Quality-aware Wavelet-driven GAN for Unsupervised Medical Microscopy Images Denoising
by: Yang, Qijun, et al.
Published: (2025)
by: Yang, Qijun, et al.
Published: (2025)
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation
by: Ma, Chao, et al.
Published: (2024)
by: Ma, Chao, et al.
Published: (2024)
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions
by: Zhang, Ye, et al.
Published: (2024)
by: Zhang, Ye, et al.
Published: (2024)
FARCLUSS: Fuzzy Adaptive Rebalancing and Contrastive Uncertainty Learning for Semi-Supervised Semantic Segmentation
by: Tarubinga, Ebenezer, et al.
Published: (2025)
by: Tarubinga, Ebenezer, et al.
Published: (2025)
Fuzzy Attention-based Border Rendering Network for Lung Organ Segmentation
by: Zhang, Sheng, et al.
Published: (2024)
by: Zhang, Sheng, et al.
Published: (2024)
Knowledge Consultation for Semi-Supervised Semantic Segmentation
by: Than, Thuan, et al.
Published: (2025)
by: Than, Thuan, et al.
Published: (2025)
DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning
by: Lin, Hui, et al.
Published: (2024)
by: Lin, Hui, et al.
Published: (2024)
SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models
by: Zhang, Yichi, et al.
Published: (2025)
by: Zhang, Yichi, et al.
Published: (2025)
Copy-Move Detection in Optical Microscopy: A Segmentation Network and A Dataset
by: Shao, Hao-Chiang, et al.
Published: (2024)
by: Shao, Hao-Chiang, et al.
Published: (2024)
Confidence-Weighted Semi-Supervised Learning for Skin Lesion Segmentation Using Hybrid CNN-Transformer Networks
by: Qamar, Saqib
Published: (2025)
by: Qamar, Saqib
Published: (2025)
SAMDA: Leveraging SAM on Few-Shot Domain Adaptation for Electronic Microscopy Segmentation
by: Wang, Yiran, et al.
Published: (2024)
by: Wang, Yiran, et al.
Published: (2024)
A New Logic For Pediatric Brain Tumor Segmentation
by: Bengtsson, Max, et al.
Published: (2024)
by: Bengtsson, Max, et al.
Published: (2024)
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation
by: Lyu, Pengfei, et al.
Published: (2025)
by: Lyu, Pengfei, et al.
Published: (2025)
Progressive Multi-Level Alignments for Semi-Supervised Domain Adaptation SAR Target Recognition Using Simulated Data
by: Zhang, Xinzheng, et al.
Published: (2024)
by: Zhang, Xinzheng, et al.
Published: (2024)
Reinforcement Learning for Unsupervised Domain Adaptation in Spatio-Temporal Echocardiography Segmentation
by: Judge, Arnaud, et al.
Published: (2025)
by: Judge, Arnaud, et al.
Published: (2025)
Co-Learning Semantic-aware Unsupervised Segmentation for Pathological Image Registration
by: Liu, Yang, et al.
Published: (2023)
by: Liu, Yang, et al.
Published: (2023)
Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation
by: Kwarciak, Kamil, et al.
Published: (2024)
by: Kwarciak, Kamil, et al.
Published: (2024)
A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation
by: Han, Xiaoxiang, et al.
Published: (2024)
by: Han, Xiaoxiang, et al.
Published: (2024)
Enhancing Cell Instance Segmentation in Scanning Electron Microscopy Images via a Deep Contour Closing Operator
by: Robert, Florian, et al.
Published: (2024)
by: Robert, Florian, et al.
Published: (2024)
Polyp Segmentation Using Wavelet-Based Cross-Band Integration for Enhanced Boundary Representation
by: Oh, Haesung, et al.
Published: (2026)
by: Oh, Haesung, et al.
Published: (2026)
Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains
by: Liu, Xuan, et al.
Published: (2023)
by: Liu, Xuan, et al.
Published: (2023)
Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets
by: Li, Hao, et al.
Published: (2024)
by: Li, Hao, et al.
Published: (2024)
FM2S: Towards Spatially-Correlated Noise Modeling in Zero-Shot Fluorescence Microscopy Image Denoising
by: Liu, Jizhihui, et al.
Published: (2024)
by: Liu, Jizhihui, et al.
Published: (2024)
DiffSegLung: Diffusion Radiomic Distillation for Unsupervised Lung Pathology Segmentation
by: Khiati, Rezkellah Noureddine, et al.
Published: (2026)
by: Khiati, Rezkellah Noureddine, et al.
Published: (2026)
Multi-Prototype Embedding Refinement for Semi-Supervised Medical Image Segmentation
by: Bi, Yali, et al.
Published: (2025)
by: Bi, Yali, et al.
Published: (2025)
Similar Items
-
High-Throughput Low-Cost Segmentation of Brightfield Microscopy Live Cell Images
by: Das, Surajit, et al.
Published: (2025) -
Intelligent Software System for Low-Cost, Brightfield Segmentation: Algorithmic Implementation for Cytometric Auto-Analysis
by: Das, Surajit, et al.
Published: (2025) -
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis
by: Tsiporenko, Illia, et al.
Published: (2024) -
Unsupervised Microscopy Video Denoising
by: Aiyetigbo, Mary, et al.
Published: (2024) -
Unsupervised Domain Adaptation for Pediatric Brain Tumor Segmentation
by: Fu, Jingru, et al.
Published: (2024)