A Dynamic Mode Decomposition Approach to Morphological Component Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Huber, Owen T., Raj, Raghu G., Chen, Tianyu, Idriss, Zacharie I. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Data-Driven Calibration Technique for Quantitative Radar Imaging
by: Idriss, Zacharie, et al.
Published: (2025)
by: Idriss, Zacharie, et al.
Published: (2025)
Layer Decomposition and Morphological Reconstruction for Task-Oriented Infrared Image Enhancement
by: Chai, Siyuan, et al.
Published: (2025)
by: Chai, Siyuan, et al.
Published: (2025)
Luminance Component Analysis for Exposure Correction
by: Peng, Jingchao, et al.
Published: (2024)
by: Peng, Jingchao, et al.
Published: (2024)
A Novel Data Augmentation Tool for Enhancing Machine Learning Classification: A New Application of the Higher Order Dynamic Mode Decomposition for Improved Cardiac Disease Identification
by: Groun, Nourelhouda, et al.
Published: (2024)
by: Groun, Nourelhouda, et al.
Published: (2024)
Linear Algebraic Approaches to Neuroimaging Data Compression: A Comparative Analysis of Matrix and Tensor Decomposition Methods for High-Dimensional Medical Images
by: Kim, Jaeho, et al.
Published: (2025)
by: Kim, Jaeho, et al.
Published: (2025)
A Radiometric Correction based Optical Modeling Approach to Removing Reflection Noise in TLS Point Clouds of Urban Scenes
by: Fang, Li, et al.
Published: (2024)
by: Fang, Li, et al.
Published: (2024)
Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis
by: Khoiwal, Raj Hansini, et al.
Published: (2024)
by: Khoiwal, Raj Hansini, et al.
Published: (2024)
A Lightweight Dual-Mode Optimization for Generative Face Video Coding
by: Zhang, Zihan, et al.
Published: (2025)
by: Zhang, Zihan, et al.
Published: (2025)
Bracketing Image Restoration and Enhancement with High-Low Frequency Decomposition
by: Chen, Genggeng, et al.
Published: (2024)
by: Chen, Genggeng, et al.
Published: (2024)
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition
by: Peng, Yaopeng, et al.
Published: (2024)
by: Peng, Yaopeng, et al.
Published: (2024)
Diffusion Prism: Enhancing Diversity and Morphology Consistency in Mask-to-Image Diffusion
by: Wang, Hao, et al.
Published: (2025)
by: Wang, Hao, et al.
Published: (2025)
From Text to Image: Exploring GPT-4Vision's Potential in Advanced Radiological Analysis across Subspecialties
by: Busch, Felix, et al.
Published: (2023)
by: Busch, Felix, et al.
Published: (2023)
Excavate the potential of Single-Scale Features: A Decomposition Network for Water-Related Optical Image Enhancement
by: Cheng, Zheng, et al.
Published: (2025)
by: Cheng, Zheng, et al.
Published: (2025)
Unsupervised Motion-Compensated Decomposition for Cardiac MRI Reconstruction via Neural Representation
by: Tian, Xuanyu, et al.
Published: (2025)
by: Tian, Xuanyu, et al.
Published: (2025)
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation
by: Shen, Zhiqiang, et al.
Published: (2025)
by: Shen, Zhiqiang, et al.
Published: (2025)
Automatic Cardiac Pathology Recognition in Echocardiography Images Using Higher Order Dynamic Mode Decomposition and a Vision Transformer for Small Datasets
by: Bell-Navas, Andrés, et al.
Published: (2024)
by: Bell-Navas, Andrés, et al.
Published: (2024)
S2MNet: Speckle-To-Mesh Net for Three-Dimensional Cardiac Morphology Reconstruction via Echocardiogram
by: Gong, Xilin, et al.
Published: (2025)
by: Gong, Xilin, et al.
Published: (2025)
Decomposition Ascribed Synergistic Learning for Unified Image Restoration
by: Zhang, Jinghao, et al.
Published: (2023)
by: Zhang, Jinghao, et al.
Published: (2023)
Intensity Field Decomposition for Tissue-Guided Neural Tomography
by: Li, Meng-Xun, et al.
Published: (2024)
by: Li, Meng-Xun, et al.
Published: (2024)
Diffusion-Based Approaches in Medical Image Generation and Analysis
by: Nafi, Abdullah al Nomaan, et al.
Published: (2024)
by: Nafi, Abdullah al Nomaan, et al.
Published: (2024)
Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI
by: Wang, Chong, et al.
Published: (2024)
by: Wang, Chong, et al.
Published: (2024)
Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level Analysis
by: Guarnera, Luca, et al.
Published: (2023)
by: Guarnera, Luca, et al.
Published: (2023)
Spatial and Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)
by: Ahmad, Muhammad, et al.
Published: (2024)
Uni-LVC: A Unified Method for Intra- and Inter-Mode Learned Video Compression
by: Zhang, Yichi, et al.
Published: (2026)
by: Zhang, Yichi, et al.
Published: (2026)
Advancing Wheat Crop Analysis: A Survey of Deep Learning Approaches Using Hyperspectral Imaging
by: Zidi, Fadi Abdeladhim, et al.
Published: (2025)
by: Zidi, Fadi Abdeladhim, et al.
Published: (2025)
Unsupervised Deformable Image Registration with Local-Global Attention and Image Decomposition
by: Huang, Zhengyong, et al.
Published: (2026)
by: Huang, Zhengyong, et al.
Published: (2026)
Fourier Decomposition for Explicit Representation of 3D Point Cloud Attributes
by: Kim, Donghyun, et al.
Published: (2025)
by: Kim, Donghyun, et al.
Published: (2025)
seg2med: a bridge from artificial anatomy to multimodal medical images
by: Yang, Zeyu, et al.
Published: (2025)
by: Yang, Zeyu, et al.
Published: (2025)
Spatial Decomposition and Temporal Fusion based Inter Prediction for Learned Video Compression
by: Sheng, Xihua, et al.
Published: (2024)
by: Sheng, Xihua, et al.
Published: (2024)
FD-LSCIC: Frequency Decomposition-based Learned Screen Content Image Compression
by: Jiang, Shiqi, et al.
Published: (2025)
by: Jiang, Shiqi, et al.
Published: (2025)
Shape Completion in the Dark: Completing Vertebrae Morphology from 3D Ultrasound
by: Gafencu, Miruna-Alexandra, et al.
Published: (2024)
by: Gafencu, Miruna-Alexandra, et al.
Published: (2024)
MultiTaskDeltaNet: Change Detection-based Image Segmentation for Operando ETEM with Application to Carbon Gasification Kinetics
by: Niu, Yushuo, et al.
Published: (2025)
by: Niu, Yushuo, et al.
Published: (2025)
StableCodec: Taming One-Step Diffusion for Extreme Image Compression
by: Zhang, Tianyu, et al.
Published: (2025)
by: Zhang, Tianyu, et al.
Published: (2025)
A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability
by: Rehman, Abdul, et al.
Published: (2024)
by: Rehman, Abdul, et al.
Published: (2024)
Deep Learning-Based MR Image Re-parameterization
by: Narang, Abhijeet, et al.
Published: (2022)
by: Narang, Abhijeet, et al.
Published: (2022)
Targeted Semantic Segmentation of Himalayan Glacial Lakes Using Time-Series SAR: Towards Automated GLOF Early Warning
by: Adhikari, Pawan, et al.
Published: (2025)
by: Adhikari, Pawan, et al.
Published: (2025)
Frenet-Serret Frame-based Decomposition for Part Segmentation of 3D Curvilinear Structures
by: Gu, Leslie, et al.
Published: (2024)
by: Gu, Leslie, et al.
Published: (2024)
Compressing Human Body Video with Interactive Semantics: A Generative Approach
by: Chen, Bolin, et al.
Published: (2025)
by: Chen, Bolin, et al.
Published: (2025)
InSight: AI Mobile Screening Tool for Multiple Eye Disease Detection using Multimodal Fusion
by: Raghu, Ananya, et al.
Published: (2025)
by: Raghu, Ananya, et al.
Published: (2025)
A Dual-Feature Extractor Framework for Accurate Back Depth and Spine Morphology Estimation from Monocular RGB Images
by: Wei, Yuxin, et al.
Published: (2025)
by: Wei, Yuxin, et al.
Published: (2025)
Similar Items
-
Data-Driven Calibration Technique for Quantitative Radar Imaging
by: Idriss, Zacharie, et al.
Published: (2025) -
Layer Decomposition and Morphological Reconstruction for Task-Oriented Infrared Image Enhancement
by: Chai, Siyuan, et al.
Published: (2025) -
Luminance Component Analysis for Exposure Correction
by: Peng, Jingchao, et al.
Published: (2024) -
A Novel Data Augmentation Tool for Enhancing Machine Learning Classification: A New Application of the Higher Order Dynamic Mode Decomposition for Improved Cardiac Disease Identification
by: Groun, Nourelhouda, et al.
Published: (2024) -
Linear Algebraic Approaches to Neuroimaging Data Compression: A Comparative Analysis of Matrix and Tensor Decomposition Methods for High-Dimensional Medical Images
by: Kim, Jaeho, et al.
Published: (2025)