Unsupervised Segmentation of Micro-CT Scans of Polyurethane Structures By Combining Hidden-Markov-Random Fields and a U-Net
Fuente:
arXiv
Saved in:
| Main Authors: | Grolig, Julian, Griem, Lars, Selzer, Michael, Kauczor, Hans-Ulrich, Triphan, Simon M. F., Nestler, Britta, Koeppe, Arnd |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Generative Deep Learning for Advanced Battery Materials
by: Deepalaxmi Rajagopal, et al.
Published: (2025)
by: Deepalaxmi Rajagopal, et al.
Published: (2025)
Accelerating battery research with an AI interface between FINALES and Kadi4Mat
by: Tosato, Giovanna, et al.
Published: (2026)
by: Tosato, Giovanna, et al.
Published: (2026)
ML-extendable framework for multiphysics-multiscale simulation workflow and data management using Kadi4Mat
by: Bharech, Somnath, et al.
Published: (2024)
by: Bharech, Somnath, et al.
Published: (2024)
Optimize Before You Synthesize—Enhancing the Ionic Conductivity of Li 7 SiPS 8 Using Bayesian Optimization
by: Lucas G. Balzat, et al.
Published: (2026)
by: Lucas G. Balzat, et al.
Published: (2026)
Optimize Before You Synthesize—Enhancing the Ionic Conductivity of Li 7 SiPS 8 Using Bayesian Optimization
by: Lucas G. Balzat, et al.
Published: (2026)
by: Lucas G. Balzat, et al.
Published: (2026)
Influence of the Phase Fractions on the Formation of Eutectic Colonies: A Large‐Scale Phase‐Field Study
by: Michael Kellner, et al.
Published: (2024)
by: Michael Kellner, et al.
Published: (2024)
KadiAssistant: A conversational AI Agent for information retrieval in Kadi4Mat
by: Cierpka, Adrian, et al.
Published: (2026)
by: Cierpka, Adrian, et al.
Published: (2026)
Beschleunigtes Materialdesign durch künstliche Intelligenz im Forschungsdatenmanagement
by: Griem, Lars Christoph
Published: (2026)
by: Griem, Lars Christoph
Published: (2026)
The microscopic origin of droplet line tension
by: Aurbach, Franziska, et al.
Published: (2026)
by: Aurbach, Franziska, et al.
Published: (2026)
Simulation of dendritic-eutectic growth with the phase-field method
by: Seiz, Marco, et al.
Published: (2023)
by: Seiz, Marco, et al.
Published: (2023)
Slip and friction at fluid-solid interfaces: Concept of adsorption layer
by: Zhang, Haodong, et al.
Published: (2025)
by: Zhang, Haodong, et al.
Published: (2025)
Attention-Enhanced U-Net for Accurate Segmentation of COVID-19 Infected Lung Regions in CT Scans
by: Lahchim, Amal, et al.
Published: (2025)
by: Lahchim, Amal, et al.
Published: (2025)
Contextual Peano Scan and Fast Image Segmentation Using Hidden and Evidential Markov Chains
by: Fernandes, Clément, et al.
Published: (2025)
by: Fernandes, Clément, et al.
Published: (2025)
Scaling nnU-Net for CBCT Segmentation
by: Isensee, Fabian, et al.
Published: (2024)
by: Isensee, Fabian, et al.
Published: (2024)
AnArU, a Virtual Reality Framework for Physical Human Interactions
by: Matias N. Selzer
Published: (2015)
by: Matias N. Selzer
Published: (2015)
Navigator‐Based Slice Tracking for Multiband Accelerated Liver DWI
by: Ke Zhang, et al.
Published: (2026)
by: Ke Zhang, et al.
Published: (2026)
Solid-State Dewetting of Polycrystalline Thin Films: a Phase Field Approach
by: Hoffrogge, Paul, et al.
Published: (2025)
by: Hoffrogge, Paul, et al.
Published: (2025)
Revealing process and material parameter effects on densification via phase-field studies
by: Seiz, Marco, et al.
Published: (2023)
by: Seiz, Marco, et al.
Published: (2023)
Brownian motion of droplets induced by thermal noise
by: Zhang, Haodong, et al.
Published: (2023)
by: Zhang, Haodong, et al.
Published: (2023)
Wetting Effect Induced Depletion and Adsorption Layers: Diffuse Interface Perspective
by: Haodong Zhang, et al.
Published: (2024)
by: Haodong Zhang, et al.
Published: (2024)
Front Cover: Wetting Effect Induced Depletion and Adsorption Layers: Diffuse Interface Perspective (ChemPhysChem 14/2024)
by: Haodong Zhang, et al.
Published: (2024)
by: Haodong Zhang, et al.
Published: (2024)
Navigator‐based motion compensation for liver BOLD measurement with five‐echo SAGE EPI and breath‐hold task
by: Ke Zhang, et al.
Published: (2024)
by: Ke Zhang, et al.
Published: (2024)
Mechanische und Strömungsmechanische Topologieoptimierung mit der Phasenfeldmethode
by: Selzer, Michael
Published: (2022)
by: Selzer, Michael
Published: (2022)
Reference Fields Analysis of a Markov Random Field Model to Improve Image Segmentation
by: E. D. López-Espinoza
Published: (2010)
by: E. D. López-Espinoza
Published: (2010)
Segmentation of Kidney Tumors in CT Images Based on the RAScU ‐Net Network
by: Yuheng Pan, et al.
Published: (2025)
by: Yuheng Pan, et al.
Published: (2025)
Breakup of liquid jets: Thermodynamic perspectives
by: Wang, Fei, et al.
Published: (2024)
by: Wang, Fei, et al.
Published: (2024)
SceneProp: Combining Neural Network and Markov Random Field for Scene-Graph Grounding
by: Otani, Keita, et al.
Published: (2025)
by: Otani, Keita, et al.
Published: (2025)
Abstract Markov Random Fields
by: Lang, Leon, et al.
Published: (2024)
by: Lang, Leon, et al.
Published: (2024)
MedLoRD: A Medical Low-Resource Diffusion Model for High-Resolution 3D CT Image Synthesis
by: Seyfarth, Marvin, et al.
Published: (2025)
by: Seyfarth, Marvin, et al.
Published: (2025)
Enhancing Solid Oxide Fuel Cells Development through Bayesian Active Learning
by: R. K. Jeela, et al.
Published: (2025)
by: R. K. Jeela, et al.
Published: (2025)
Spectral performance evaluation of a second‐generation spectral detector CT
by: Leening P. Liu, et al.
Published: (2024)
by: Leening P. Liu, et al.
Published: (2024)
A Unified Attention U-Net Framework for Cross-Modality Tumor Segmentation in MRI and CT
by: Rai, Nishan, et al.
Published: (2026)
by: Rai, Nishan, et al.
Published: (2026)
Learning Hidden Markov Models with Hidden Markov Trees as Observation Distributions
by: Leandro E. Di Persia
Published: (2008)
by: Leandro E. Di Persia
Published: (2008)
Visualising Parker Weighting in Short-Scan Cone-Beam Micro-CT: A Practical Reference
by: Wiegmann, Falk L, et al.
Published: (2026)
by: Wiegmann, Falk L, et al.
Published: (2026)
From Powder to Pouch Cell: Setting up a Sodium‐Ion Battery Reference System Based on Na 3 V 2 (PO 4 ) 3 /C and Hard Carbon
by: Pirmin Stüble, et al.
Published: (2024)
by: Pirmin Stüble, et al.
Published: (2024)
RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT
by: Park, Doyoung, et al.
Published: (2024)
by: Park, Doyoung, et al.
Published: (2024)
COVID19 Prediction Based On CT Scans Of Lungs Using DenseNet Architecture
by: Sanyal, Deborup
Published: (2025)
by: Sanyal, Deborup
Published: (2025)
Language-guided Vision Model for Pan-cancer Segmentation in Abdominal CT Scans
by: deqian, yang
Published: (2025)
by: deqian, yang
Published: (2025)
Deep Learning Segmentation of Ascites on Abdominal CT Scans for Automatic Volume Quantification
by: Hou, Benjamin, et al.
Published: (2024)
by: Hou, Benjamin, et al.
Published: (2024)
MESAHA-Net: Multi-Encoders based Self-Adaptive Hard Attention Network with Maximum Intensity Projections for Lung Nodule Segmentation in CT Scan
by: Usman, Muhammad, et al.
Published: (2023)
by: Usman, Muhammad, et al.
Published: (2023)
Similar Items
-
Generative Deep Learning for Advanced Battery Materials
by: Deepalaxmi Rajagopal, et al.
Published: (2025) -
Accelerating battery research with an AI interface between FINALES and Kadi4Mat
by: Tosato, Giovanna, et al.
Published: (2026) -
ML-extendable framework for multiphysics-multiscale simulation workflow and data management using Kadi4Mat
by: Bharech, Somnath, et al.
Published: (2024) -
Optimize Before You Synthesize—Enhancing the Ionic Conductivity of Li 7 SiPS 8 Using Bayesian Optimization
by: Lucas G. Balzat, et al.
Published: (2026) -
Optimize Before You Synthesize—Enhancing the Ionic Conductivity of Li 7 SiPS 8 Using Bayesian Optimization
by: Lucas G. Balzat, et al.
Published: (2026)