Copertina

CNN-based TEM image denoising from first principles

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Chae, Jinwoong, Hong, Sungwook, Kim, Sungkyu, Yoon, Sungroh, Kim, Gunn
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Materials Science Computer Vision and Pattern Recognition Image and Video Processing
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Phase-fraction guided denoising diffusion model for augmenting multiphase steel microstructure segmentation via micrograph image-mask pair synthesis
di: Nguyen, Hoang Hai Nam, et al.
Pubblicazione: (2025)

Heterogeneous window transformer for image denoising
di: Tian, Chunwei, et al.
Pubblicazione: (2024)

Denoising via Repainting: an image denoising method using layer wise medical image repainting
di: Pal, Arghya, et al.
Pubblicazione: (2025)

denoiSplit: a method for joint microscopy image splitting and unsupervised denoising
di: Ashesh, Ashesh, et al.
Pubblicazione: (2024)

PFCM: Poisson flow consistency models for low-dose CT image denoising
di: Hein, Dennis, et al.
Pubblicazione: (2024)

Fast, nonlocal and neural: a lightweight high quality solution to image denoising
di: Guo, Yu, et al.
Pubblicazione: (2024)

Scalable neural pushbroom architectures for real-time denoising of hyperspectral images onboard satellites
di: Yi, Ziyao, et al.
Pubblicazione: (2026)

Higher fidelity perceptual image and video compression with a latent conditioned residual denoising diffusion model
di: Brenig, Jonas, et al.
Pubblicazione: (2025)

Towards a unified view of unsupervised non-local methods for image denoising: the NL-Ridge approach
di: Herbreteau, Sébastien, et al.
Pubblicazione: (2022)

PIV-FlowDiffuser:Transfer-learning-based denoising diffusion models for PIV
di: Zhu, Qianyu, et al.
Pubblicazione: (2025)

A Tree-guided CNN for image super-resolution
di: Tian, Chunwei, et al.
Pubblicazione: (2025)

A self-supervised CNN for image watermark removal
di: Tian, Chunwei, et al.
Pubblicazione: (2024)

ADMIRE: a locally adaptive single-image, non-uniformity correction and denoising algorithm: application to uncooled IR camera
di: Tendero, Yohann, et al.
Pubblicazione: (2024)

Fast graph-based denoising for point cloud color information
di: Watanabe, Ryosuke, et al.
Pubblicazione: (2024)

In-situ On-demand Digital Image Correlation: A New Data-rich Characterization Paradigm for Deformation and Damage Development in Solids
di: Mogilisetti, Ravi Venkata Surya Sai, et al.
Pubblicazione: (2026)

Machine Learning for Identifying Grain Boundaries in Scanning Electron Microscopy (SEM) Images of Nanoparticle Superlattices
di: Paruchuri, Aanish, et al.
Pubblicazione: (2025)

MaskTerial: A Foundation Model for Automated 2D Material Flake Detection
di: Uslu, Jan-Lucas, et al.
Pubblicazione: (2024)

Enhanced Confocal Laser Scanning Microscopy with Adaptive Physics Informed Deep Autoencoders
di: Ahmad, Zaheer, et al.
Pubblicazione: (2025)

Total Variation-Based Image Decomposition and Denoising for Microscopy Images
di: Corrias, Marco, et al.
Pubblicazione: (2025)

Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentation
di: Docherty, Ronan, et al.
Pubblicazione: (2024)

Low-Magnification SEM May Suffice: Interpretable Deep Learning for Multi-Scale Fracture-Cause Classification in Zirconia-Toughened Alumina
di: Schmid, Julian, et al.
Pubblicazione: (2026)

Interlaced dynamic XCT reconstruction with spatio-temporal implicit neural representations
di: Boulanger, Mathias, et al.
Pubblicazione: (2025)

Hybrid CNN Bi-LSTM neural network for Hyperspectral image classification
di: Sahoo, Alok Ranjan, et al.
Pubblicazione: (2024)

ERD: Exponential Retinex decomposition based on weak space and hybrid nonconvex regularization and its denoising application
di: Wu, Liang, et al.
Pubblicazione: (2024)

Weighted structure tensor total variation for image denoising
di: Sheng, Xiuhan, et al.
Pubblicazione: (2023)

Leveraging pretrained RGB denoisers for hyperspectral image restoration
di: Picone, Daniele, et al.
Pubblicazione: (2026)

Mixed geometry information regularization for image multiplicative denoising
di: Yang, Shengkun, et al.
Pubblicazione: (2024)

An Improved U-Net Model for Offline handwriting signature denoising
di: Xiao, Wanghui
Pubblicazione: (2025)

Empirical Bayesian image restoration by Langevin sampling with a denoising diffusion implicit prior
di: Mbakam, Charlesquin Kemajou, et al.
Pubblicazione: (2024)

Fully Guided Neural Schrödinger bridge for Brain MR image synthesis
di: Yang, Hanyeol, et al.
Pubblicazione: (2025)

Brain Tumor Detection Through Diverse CNN Architectures in IoT Healthcare Industries: Fast R-CNN, U-Net, Transfer Learning-Based CNN, and Fully Connected CNN
di: Ilani, Mohsen Asghari, et al.
Pubblicazione: (2025)

ParaTransCNN: Parallelized TransCNN Encoder for Medical Image Segmentation
di: Sun, Hongkun, et al.
Pubblicazione: (2024)

Rewards-based image analysis in microscopy
di: Barakati, Kamyar, et al.
Pubblicazione: (2025)

DVS: Blood cancer detection using novel CNN-based ensemble approach
di: Ahad, Md Taimur, et al.
Pubblicazione: (2024)

Pan-denoising: Guided Hyperspectral Image Denoising via Weighted Represent Coefficient Total Variation
di: Xu, Shuang, et al.
Pubblicazione: (2024)

Dual Path Learning -- learning from noise and context for medical image denoising
di: Fartiyal, Jitindra, et al.
Pubblicazione: (2025)

A Test Statistic Estimation-based Approach for Establishing Self-interpretable CNN-based Binary Classifiers
di: Sengupta, Sourya, et al.
Pubblicazione: (2023)

Improving Multislice Electron Ptychography with a Generative Prior
di: Belardi, Christian K., et al.
Pubblicazione: (2025)

CAMP: Continuous and Adaptive Learning Model in Pathology
di: Nguyen, Anh Tien, et al.
Pubblicazione: (2024)

Enhancing Deformable Convolution based Video Frame Interpolation with Coarse-to-fine 3D CNN
di: Danier, Duolikun, et al.
Pubblicazione: (2022)