Data-efficient U-Net for Segmentation of Carbide Microstructures in SEM Images of Steel Alloys
Fuente:
arXiv
Saved in:
| Main Authors: | Gerçek, Alinda Ezgi, Korten, Till, Chekhonin, Paul, Hassan, Maleeha, Steinbach, Peter |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention
by: Ali, Syed Haider, et al.
Published: (2025)
by: Ali, Syed Haider, et al.
Published: (2025)
Evaluation of Attention Mechanisms in U-Net Architectures for Semantic Segmentation of Brazilian Rock Art Petroglyphs
by: Melo, Leonardi, et al.
Published: (2025)
by: Melo, Leonardi, et al.
Published: (2025)
Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion
by: Oskouei, Soroush, et al.
Published: (2024)
by: Oskouei, Soroush, et al.
Published: (2024)
Leveraging Causal Reasoning Method for Explaining Medical Image Segmentation Models
by: Jiang, Limai, et al.
Published: (2026)
by: Jiang, Limai, et al.
Published: (2026)
RepAir: A Framework for Airway Segmentation and Discontinuity Correction in CT
by: Oyer, John M., et al.
Published: (2025)
by: Oyer, John M., et al.
Published: (2025)
SupLID: Geometrical Guidance for Out-of-Distribution Detection in Semantic Segmentation
by: Udayangani, Nimeshika, et al.
Published: (2025)
by: Udayangani, Nimeshika, et al.
Published: (2025)
Prototype Contrastive Consistency Learning for Semi-Supervised Medical Image Segmentation
by: He, Shihuan, et al.
Published: (2025)
by: He, Shihuan, et al.
Published: (2025)
Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging
by: Ouyang, Shuyi, et al.
Published: (2024)
by: Ouyang, Shuyi, et al.
Published: (2024)
FunKAN: Functional Kolmogorov-Arnold Network for Medical Image Enhancement and Segmentation
by: Penkin, Maksim, et al.
Published: (2025)
by: Penkin, Maksim, et al.
Published: (2025)
Beyond Segmentation: Structurally Informed Facade Parsing from Imperfect Images
by: Janicki, Maciej, et al.
Published: (2026)
by: Janicki, Maciej, et al.
Published: (2026)
CLAPS: A CLIP-Unified Auto-Prompt Segmentation for Multi-Modal Retinal Imaging
by: Zhao, Zhihao, et al.
Published: (2025)
by: Zhao, Zhihao, et al.
Published: (2025)
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images
by: Xie, Weiyi, et al.
Published: (2024)
by: Xie, Weiyi, et al.
Published: (2024)
Sparse Anatomical Prompt Semi-Supervised Learning with Masked Image Modeling for CBCT Tooth Segmentation
by: Dai, Pengyu, et al.
Published: (2024)
by: Dai, Pengyu, et al.
Published: (2024)
Learning Image-based Tree Crown Segmentation from Enhanced Lidar-based Pseudo-labels
by: Pesonen, Julius, et al.
Published: (2026)
by: Pesonen, Julius, et al.
Published: (2026)
Diffusion and Multi-Domain Adaptation Methods for Eosinophil Segmentation
by: Lin, Kevin, et al.
Published: (2024)
by: Lin, Kevin, et al.
Published: (2024)
BioLite U-Net: Edge-Deployable Semantic Segmentation for In Situ Bioprinting Monitoring
by: Haider, Usman, et al.
Published: (2025)
by: Haider, Usman, et al.
Published: (2025)
Dual-Attention U-Net++ with Class-Specific Ensembles and Bayesian Hyperparameter Optimization for Precise Wound and Scale Marker Segmentation
by: Cieślak, Daniel, et al.
Published: (2025)
by: Cieślak, Daniel, et al.
Published: (2025)
Adversarial Robustness of Deep Learning-Based Thyroid Nodule Segmentation in Ultrasound
by: Dietrich, Nicholas, et al.
Published: (2026)
by: Dietrich, Nicholas, et al.
Published: (2026)
HSDA: High-frequency Shuffle Data Augmentation for Bird's-Eye-View Map Segmentation
by: Glisson, Calvin, et al.
Published: (2024)
by: Glisson, Calvin, et al.
Published: (2024)
Fitzpatrick Thresholding for Skin Image Segmentation
by: Stothers, Duncan, et al.
Published: (2025)
by: Stothers, Duncan, et al.
Published: (2025)
Pathological Primitive Segmentation Based on Visual Foundation Model with Zero-Shot Mask Generation
by: Arnob, Abu Bakor Hayat, et al.
Published: (2024)
by: Arnob, Abu Bakor Hayat, et al.
Published: (2024)
A Scalable Pipeline Combining Procedural 3D Graphics and Guided Diffusion for Photorealistic Synthetic Training Data Generation in White Button Mushroom Segmentation
by: Károly, Artúr I., et al.
Published: (2025)
by: Károly, Artúr I., et al.
Published: (2025)
RescueNet: A High Resolution UAV Semantic Segmentation Benchmark Dataset for Natural Disaster Damage Assessment
by: Rahnemoonfar, Maryam, et al.
Published: (2022)
by: Rahnemoonfar, Maryam, et al.
Published: (2022)
A Storage-Efficient Feature for 3D Concrete Defect Segmentation to Replace Normal Vector
by: Hua, Linxin, et al.
Published: (2025)
by: Hua, Linxin, et al.
Published: (2025)
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images
by: Ahmed, Md. Rayhan, et al.
Published: (2022)
by: Ahmed, Md. Rayhan, et al.
Published: (2022)
WLC-Net: a robust and fast deep-learning wood-leaf classification method
by: Li, Hanlong, et al.
Published: (2024)
by: Li, Hanlong, et al.
Published: (2024)
U-SEG: Uncertainty in SEGmentation -- A systematic multi-variable exploration
by: Smith, Michael, et al.
Published: (2026)
by: Smith, Michael, et al.
Published: (2026)
IAMAP: Unlocking Deep Learning in QGIS for non-coders and limited computing resources
by: Tresson, Paul, et al.
Published: (2025)
by: Tresson, Paul, et al.
Published: (2025)
Hierarchical Image-Guided 3D Point Cloud Segmentation in Industrial Scenes via Multi-View Bayesian Fusion
by: Zhu, Yu, et al.
Published: (2025)
by: Zhu, Yu, et al.
Published: (2025)
Data Efficiency and Transfer Robustness in Biomedical Image Segmentation: A Study of Redundancy and Forgetting with Cellpose
by: Zhao, Shuo, et al.
Published: (2025)
by: Zhao, Shuo, et al.
Published: (2025)
Amodal SAM: A Unified Amodal Segmentation Framework with Generalization
by: Zhang, Bo, et al.
Published: (2026)
by: Zhang, Bo, et al.
Published: (2026)
Advancing Brain Tumor Segmentation via Attention-based 3D U-Net Architecture and Digital Image Processing
by: Gad, Eyad, et al.
Published: (2025)
by: Gad, Eyad, et al.
Published: (2025)
SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter Convolution
by: Nian, Bingkun, et al.
Published: (2023)
by: Nian, Bingkun, et al.
Published: (2023)
PSO-UNet: Particle Swarm-Optimized U-Net Framework for Precise Multimodal Brain Tumor Segmentation
by: Saifullah, Shoffan, et al.
Published: (2025)
by: Saifullah, Shoffan, et al.
Published: (2025)
PrevMatch: Revisiting and Maximizing Temporal Knowledge in Semi-Supervised Semantic Segmentation
by: Shin, Wooseok, et al.
Published: (2024)
by: Shin, Wooseok, et al.
Published: (2024)
UnCageNet: Tracking and Pose Estimation of Caged Animal
by: Dutta, Sayak, et al.
Published: (2025)
by: Dutta, Sayak, et al.
Published: (2025)
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation
by: Li, Xinze, et al.
Published: (2024)
by: Li, Xinze, et al.
Published: (2024)
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound
by: Zeng, Jiajun, et al.
Published: (2024)
by: Zeng, Jiajun, et al.
Published: (2024)
AutoInst: Automatic Instance-Based Segmentation of LiDAR 3D Scans
by: Perauer, Cedric, et al.
Published: (2024)
by: Perauer, Cedric, et al.
Published: (2024)
ILACS-LGOT: A Multi-Layer Contrast Enhancement Approach for Palm-Vein Images
by: Perera, Kaveen, et al.
Published: (2025)
by: Perera, Kaveen, et al.
Published: (2025)
Similar Items
-
Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention
by: Ali, Syed Haider, et al.
Published: (2025) -
Evaluation of Attention Mechanisms in U-Net Architectures for Semantic Segmentation of Brazilian Rock Art Petroglyphs
by: Melo, Leonardi, et al.
Published: (2025) -
Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion
by: Oskouei, Soroush, et al.
Published: (2024) -
Leveraging Causal Reasoning Method for Explaining Medical Image Segmentation Models
by: Jiang, Limai, et al.
Published: (2026) -
RepAir: A Framework for Airway Segmentation and Discontinuity Correction in CT
by: Oyer, John M., et al.
Published: (2025)