Imagen de Portada

Improving Deep Learning-based Automatic Cranial Defect Reconstruction by Heavy Data Augmentation: From Image Registration to Latent Diffusion Models

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Wodzinski, Marek, Kwarciak, Kamil, Daniol, Mateusz, Hemmerling, Daria
Formato:	Preprint
Publicado:	2024
Materias:	Computer Vision and Pattern Recognition Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Automatic Cranial Defect Reconstruction with Self-Supervised Deep Deformable Masked Autoencoders
por: Wodzinski, Marek, et al.
Publicado: (2024)

Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation
por: Kwarciak, Kamil, et al.
Publicado: (2024)

Automatic Skull Reconstruction by Deep Learnable Symmetry Enforcement
por: Wodzinski, Marek, et al.
Publicado: (2024)

High-Resolution Cranial Defect Reconstruction by Iterative, Low-Resolution, Point Cloud Completion Transformers
por: Wodzinski, Marek, et al.
Publicado: (2023)

Eye-tracking in Mixed Reality for Diagnosis of Neurodegenerative Diseases
por: Daniol, Mateusz, et al.
Publicado: (2024)

Automatic Registration of SHG and H&E Images with Feature-based Initial Alignment and Intensity-based Instance Optimization: Contribution to the COMULIS Challenge
por: Wodzinski, Marek, et al.
Publicado: (2024)

Text‐to‐Haptics: Enhancing Multisensory Storytelling through Emotionally Congruent Midair Haptics
por: Maciej Stroinski, et al.
Publicado: (2024)

Text‐to‐Haptics: Enhancing Multisensory Storytelling through Emotionally Congruent Midair Haptics
por: Maciej Stroinski, et al.
Publicado: (2025)

Automatic Aorta Segmentation with Heavily Augmented, High-Resolution 3-D ResUNet: Contribution to the SEG.A Challenge
por: Wodzinski, Marek, et al.
Publicado: (2023)

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)

RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge
por: Wodzinski, Marek, et al.
Publicado: (2024)

DeeperHistReg: Robust Whole Slide Images Registration Framework
por: Wodzinski, Marek, et al.
Publicado: (2024)

3-D Image-to-Image Fusion in Lightsheet Microscopy by Two-Step Adversarial Network: Contribution to the FuseMyCells Challenge
por: Wodzinski, Marek, et al.
Publicado: (2025)

Unsupervised Method for Intra-patient Registration of Brain Magnetic Resonance Images based on Objective Function Weighting by Inverse Consistency: Contribution to the BraTS-Reg Challenge
por: Wodzinski, Marek, et al.
Publicado: (2022)

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

Improving Quality Control of Whole Slide Images by Explicit Artifact Augmentation
por: Jurgas, Artur, et al.
Publicado: (2024)

Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection
por: Capogrosso, Luigi, et al.
Publicado: (2024)

Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning
por: Marini, Niccolò, et al.
Publicado: (2024)

Leveraging Latent Diffusion Models for Training-Free In-Distribution Data Augmentation for Surface Defect Detection
por: Girella, Federico, et al.
Publicado: (2024)

Deep Learning-based Point Cloud Registration for Augmented Reality-guided Surgery
por: Weber, Maximilian, et al.
Publicado: (2024)

Data Augmentation via Latent Diffusion for Saliency Prediction
por: Aydemir, Bahar, et al.
Publicado: (2024)

AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion
por: Jiang, Yitong, et al.
Publicado: (2023)

Towards Saner Deep Image Registration
por: Duan, Bin, et al.
Publicado: (2023)

Augmentation-aware Self-supervised Learning with Conditioned Projector
por: Przewięźlikowski, Marcin, et al.
Publicado: (2023)

Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation
por: Ren, Li, et al.
Publicado: (2024)

Deep Learning in Medical Image Registration: Magic or Mirage?
por: Jena, Rohit, et al.
Publicado: (2024)

Diffusion-based Data Augmentation for Nuclei Image Segmentation
por: Yu, Xinyi, et al.
Publicado: (2023)

Multi-Objective Deep-Learning-based Biomechanical Deformable Image Registration with MOREA
por: Andreadis, Georgios, et al.
Publicado: (2025)

Aligned Datasets Improve Detection of Latent Diffusion-Generated Images
por: Rajan, Anirudh Sundara, et al.
Publicado: (2024)

A Cranial-Feature-Based Registration Scheme for Robotic Micromanipulation Using a Microscopic Stereo Camera System
por: Lin, Xiaofeng, et al.
Publicado: (2024)

Masked Registration and Autoencoding of CT Images for Predictive Tibia Reconstruction
por: Zhou, Hongyou, et al.
Publicado: (2025)

Enhancing Image Classification with Augmentation: Data Augmentation Techniques for Improved Image Classification
por: Kumar, Saorj, et al.
Publicado: (2025)

MedAugment: Universal Automatic Data Augmentation Plug-in for Medical Image Analysis
por: Liu, Zhaoshan, et al.
Publicado: (2023)

FMIR, a foundation model-based Image Registration Framework for Robust Image Registration
por: Zhang, Fengting, et al.
Publicado: (2026)

From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review
por: Elhaminia, Behnaz, et al.
Publicado: (2025)

Equivariant Representation Learning for Augmentation-based Self-Supervised Learning via Image Reconstruction
por: Wang, Qin, et al.
Publicado: (2024)

Automatic Defect Detection in Sewer Network Using Deep Learning Based Object Detector
por: Ha, Bach, et al.
Publicado: (2024)

Sample-aware RandAugment: Search-free Automatic Data Augmentation for Effective Image Recognition
por: Xiao, Anqi, et al.
Publicado: (2025)

Inversion Circle Interpolation: Diffusion-based Image Augmentation for Data-scarce Classification
por: Wang, Yanghao, et al.
Publicado: (2024)

SRIF: Semantic Shape Registration Empowered by Diffusion-based Image Morphing and Flow Estimation
por: Sun, Mingze, et al.
Publicado: (2024)