Imagen de Portada

Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Wasserman, Isaac, Neto, Jeova Farias Sales Rocha
Formato:	Preprint
Publicado:	2023
Materias:	Computer Vision and Pattern Recognition Machine Learning Image and Video Processing
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Patch-Based and Non-Patch-Based inputs Comparison into Deep Neural Models: Application for the Segmentation of Retinal Diseases on Optical Coherence Tomography Volumes
por: Al-Saih, Khaled, et al.
Publicado: (2025)

Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology
por: Chen, Fuyao, et al.
Publicado: (2025)

Estimating Appearance Models for Image Segmentation via Tensor Factorization
por: Neto, Jeova Farias Sales Rocha
Publicado: (2022)

UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights
por: Liang, Shijun, et al.
Publicado: (2025)

Deep Representation Learning for Unsupervised Clustering of Myocardial Fiber Trajectories in Cardiac Diffusion Tensor Imaging
por: Anand, Mohini, et al.
Publicado: (2025)

Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks
por: Mostafa, Mayar Lotfy, et al.
Publicado: (2023)

Enhancing Medical Image Segmentation with Deep Learning and Diffusion Models
por: Liu, Houze, et al.
Publicado: (2024)

Deep Semantic Segmentation of Natural and Medical Images: A Review
por: Taghanaki, Saeid Asgari, et al.
Publicado: (2019)

Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite Imagery
por: Motoi, Ionut M., et al.
Publicado: (2024)

Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation
por: Xu, Ming, et al.
Publicado: (2024)

Efficient Cutting Tool Wear Segmentation Based on Segment Anything Model
por: Li, Zongshuo, et al.
Publicado: (2024)

Towards Robust Cardiac Segmentation using Graph Convolutional Networks
por: Van De Vyver, Gilles, et al.
Publicado: (2023)

Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction
por: Ducotterd, Stanislas, et al.
Publicado: (2024)

Flatten Wisely: How Patch Order Shapes Mamba-Powered Vision for MRI Segmentation
por: Hardan, Osama, et al.
Publicado: (2025)

Uncertainty Quantification using Variational Inference for Biomedical Image Segmentation
por: Sagar, Abhinav
Publicado: (2020)

Clustered Patch Embeddings for Permutation-Invariant Classification of Whole Slide Images
por: Gupta, Ravi Kant, et al.
Publicado: (2024)

Preserving Tumor Volumes for Unsupervised Medical Image Registration
por: Dong, Qihua, et al.
Publicado: (2023)

Towards Universal Unsupervised Anomaly Detection in Medical Imaging
por: Bercea, Cosmin I., et al.
Publicado: (2024)

Unsupervised Imaging Inverse Problems with Diffusion Distribution Matching
por: Meanti, Giacomo, et al.
Publicado: (2025)

High Resolution Isotropic 3D Cine imaging with Automated Segmentation using Concatenated 2D Real-time Imaging and Deep Learning
por: Wrobel, Mark, et al.
Publicado: (2025)

Deep Learning-Based Meat Freshness Detection with Segmentation and OOD-Aware Classification
por: Bramantyo, Hutama Arif, et al.
Publicado: (2026)

Comprehensive Evaluation of Quantitative Measurements from Automated Deep Segmentations of PSMA PET/CT Images
por: Dzikunu, Obed Korshie, et al.
Publicado: (2025)

A Deep Learning Model for Coronary Artery Segmentation and Quantitative Stenosis Detection in Angiographic Images
por: Huang, Baixiang, et al.
Publicado: (2024)

Patch-Based Encoder-Decoder Architecture for Automatic Transmitted Light to Fluorescence Imaging Transition: Contribution to the LightMyCells Challenge
por: Wodzinski, Marek, et al.
Publicado: (2024)

C2P-GCN: Cell-to-Patch Graph Convolutional Network for Colorectal Cancer Grading
por: Paul, Sudipta, et al.
Publicado: (2024)

Deep Learning-Based Channel Squeeze U-Structure for Lung Nodule Detection and Segmentation
por: Sui, Mingxiu, et al.
Publicado: (2024)

EvoPS: Evolutionary Patch Selection for Whole Slide Image Analysis in Computational Pathology
por: Hashemian, Saya, et al.
Publicado: (2025)

Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel Dataset
por: Kabir, Muhammad Ashad, et al.
Publicado: (2025)

DABS-LS: Deep Atlas-Based Segmentation Using Regional Level Set Self-Supervision
por: Mason, Hannah G., et al.
Publicado: (2024)

Image Segmentation with Topological Priors
por: Sofi, Shakir Showkat, et al.
Publicado: (2022)

Investigating the Feasibility of Patch-based Inference for Generalized Diffusion Priors in Inverse Problems for Medical Images
por: Roy, Saikat, et al.
Publicado: (2025)

IterMask2: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI
por: Liang, Ziyun, et al.
Publicado: (2024)

Deep Learning-Based Segmentation of Tumors in PET/CT Volumes: Benchmark of Different Architectures and Training Strategies
por: Górka, Monika, et al.
Publicado: (2024)

Breast Cancer Image Classification Method Based on Deep Transfer Learning
por: Wang, Weimin, et al.
Publicado: (2024)

Segment Anything Model for Medical Images?
por: Huang, Yuhao, et al.
Publicado: (2023)

Shortcut Learning in Medical Image Segmentation
por: Lin, Manxi, et al.
Publicado: (2024)

Supervision by Denoising for Medical Image Segmentation
por: Young, Sean I., et al.
Publicado: (2022)

Automatic 3D Multi-modal Ultrasound Segmentation of Human Placenta using Fusion Strategies and Deep Learning
por: Singh, Sonit, et al.
Publicado: (2024)

Deep Learning for Pancreas Segmentation: a Systematic Review
por: Moglia, Andrea, et al.
Publicado: (2024)

Unsupervised Transformer Pre-Training for Images: Self-Distillation, Mean Teachers, and Random Crops
por: Scardecchia, Mattia
Publicado: (2025)