OCT2Confocal: 3D CycleGAN based Translation of Retinal OCT Images to Confocal Microscopy
Fuente:
arXiv
Saved in:
| Main Authors: | Tian, Xin, Anantrasirichai, Nantheera, Nicholson, Lindsay, Achim, Alin |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy
by: Tian, Xin, et al.
Published: (2024)
by: Tian, Xin, et al.
Published: (2024)
Optimal Transport-based Graph Matching for 3D retinal OCT image registration
by: Tian, Xin, et al.
Published: (2022)
by: Tian, Xin, et al.
Published: (2022)
TaGAT: Topology-Aware Graph Attention Network For Multi-modal Retinal Image Fusion
by: Tian, Xin, et al.
Published: (2024)
by: Tian, Xin, et al.
Published: (2024)
MR2US-Pro: Prostate MR to Ultrasound Image Translation and Registration Based on Diffusion Models
by: Ma, Xudong, et al.
Published: (2025)
by: Ma, Xudong, et al.
Published: (2025)
DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping
by: Yang, Shiqi, et al.
Published: (2024)
by: Yang, Shiqi, et al.
Published: (2024)
Reliable Joint Segmentation of Retinal Edema Lesions in OCT Images
by: Wang, Meng, et al.
Published: (2022)
by: Wang, Meng, et al.
Published: (2022)
Ultrasound Image Enhancement using CycleGAN and Perceptual Loss
by: Athreya, Shreeram, et al.
Published: (2023)
by: Athreya, Shreeram, et al.
Published: (2023)
Alzheimer's Disease Classification Using Retinal OCT: TransnetOCT and Swin Transformer Models
by: Kesu, Siva Manohar Reddy, et al.
Published: (2025)
by: Kesu, Siva Manohar Reddy, et al.
Published: (2025)
S-CycleGAN: Semantic Segmentation Enhanced CT-Ultrasound Image-to-Image Translation for Robotic Ultrasonography
by: Song, Yuhan, et al.
Published: (2024)
by: Song, Yuhan, et al.
Published: (2024)
Vessel-Promoted OCT to OCTA Image Translation by Heuristic Contextual Constraints
by: Li, Shuhan, et al.
Published: (2023)
by: Li, Shuhan, et al.
Published: (2023)
NeuralOCT: Airway OCT Analysis via Neural Fields
by: Jiao, Yining, et al.
Published: (2024)
by: Jiao, Yining, et al.
Published: (2024)
CycleGAN Models for MRI Image Translation
by: Czobit, Cassandra, et al.
Published: (2023)
by: Czobit, Cassandra, et al.
Published: (2023)
DUCPS: Deep Unfolding the Cauchy Proximal Splitting Algorithm for B-Lines Quantification in Lung Ultrasound Images
by: Yang, Tianqi, et al.
Published: (2024)
by: Yang, Tianqi, et al.
Published: (2024)
SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution
by: Belharbi, Soufiane, et al.
Published: (2024)
by: Belharbi, Soufiane, et al.
Published: (2024)
Guiding WaveMamba with Frequency Maps for Image Debanding
by: Wang, Xinyi, et al.
Published: (2025)
by: Wang, Xinyi, et al.
Published: (2025)
Improvement Strategies for Few-Shot Learning in OCT Image Classification of Rare Retinal Diseases
by: Tai, Cheng-Yu, et al.
Published: (2025)
by: Tai, Cheng-Yu, et al.
Published: (2025)
Enhancing Diagnosis through AI-driven Analysis of Reflectance Confocal Microscopy
by: Yoon, Hong-Jun, et al.
Published: (2024)
by: Yoon, Hong-Jun, et al.
Published: (2024)
FiAt-Net: Detecting Fibroatheroma Plaque Cap in 3D Intravascular OCT Images
by: Peng, Yaopeng, et al.
Published: (2024)
by: Peng, Yaopeng, et al.
Published: (2024)
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation
by: Wu, Yuli, et al.
Published: (2023)
by: Wu, Yuli, et al.
Published: (2023)
Enhanced SegNet with Integrated Grad-CAM for Interpretable Retinal Layer Segmentation in OCT Images
by: Saky, S M Asiful Islam, et al.
Published: (2025)
by: Saky, S M Asiful Islam, et al.
Published: (2025)
Enhanced Confocal Laser Scanning Microscopy with Adaptive Physics Informed Deep Autoencoders
by: Ahmad, Zaheer, et al.
Published: (2025)
by: Ahmad, Zaheer, et al.
Published: (2025)
MID-INFRARED (MIR) OCT-based inspection in industry
by: García-de-la-Puente, N. P., et al.
Published: (2025)
by: García-de-la-Puente, N. P., et al.
Published: (2025)
A Multimodal Approach for Fluid Overload Prediction: Integrating Lung Ultrasound and Clinical Data
by: Yang, Tianqi, et al.
Published: (2024)
by: Yang, Tianqi, et al.
Published: (2024)
Anomaly detection for the identification of volcanic unrest in satellite imagery
by: Popescu, Robert Gabriel, et al.
Published: (2024)
by: Popescu, Robert Gabriel, et al.
Published: (2024)
Spatial-aware Transformer-GRU Framework for Enhanced Glaucoma Diagnosis from 3D OCT Imaging
by: Ashtari-Majlan, Mona, et al.
Published: (2024)
by: Ashtari-Majlan, Mona, et al.
Published: (2024)
A Spatio-temporal Aligned SUNet Model for Low-light Video Enhancement
by: Lin, Ruirui, et al.
Published: (2024)
by: Lin, Ruirui, et al.
Published: (2024)
Denoising OCT Images Using Steered Mixture of Experts with Multi-Model Inference
by: Özkan, Aytaç, et al.
Published: (2024)
by: Özkan, Aytaç, et al.
Published: (2024)
Seg-CycleGAN : SAR-to-optical image translation guided by a downstream task
by: Zhang, Hannuo, et al.
Published: (2024)
by: Zhang, Hannuo, et al.
Published: (2024)
SpecstatOR: Speckle statistics-based iOCT Segmentation Network for Ophthalmic Surgery
by: Mach, Kristina, et al.
Published: (2024)
by: Mach, Kristina, et al.
Published: (2024)
Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline
by: Lin, Joanne, et al.
Published: (2025)
by: Lin, Joanne, et al.
Published: (2025)
Leveraging Multimodal CycleGAN for the Generation of Anatomically Accurate Synthetic CT Scans from MRIs
by: Crespi, Leonardo, et al.
Published: (2024)
by: Crespi, Leonardo, et al.
Published: (2024)
Standardized CycleGAN training for unsupervised stain adaptation in invasive carcinoma classification for breast histopathology
by: Nerrienet, Nicolas, et al.
Published: (2023)
by: Nerrienet, Nicolas, et al.
Published: (2023)
Enhancing Diagnostic Reliability of Foundation Model with Uncertainty Estimation in OCT Images
by: Peng, Yuanyuan, et al.
Published: (2024)
by: Peng, Yuanyuan, et al.
Published: (2024)
SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation
by: Hossain, Khondker Fariha, et al.
Published: (2023)
by: Hossain, Khondker Fariha, et al.
Published: (2023)
ABCDEFGH: An Adaptation-Based Convolutional Neural Network-CycleGAN Disease-Courses Evolution Framework Using Generative Models in Health Education
by: Min, Ruiming, et al.
Published: (2025)
by: Min, Ruiming, et al.
Published: (2025)
Relightable Gaussian Splatting for Virtual Production Using Image-Based Illumination
by: Azzarelli, Adrian, et al.
Published: (2026)
by: Azzarelli, Adrian, et al.
Published: (2026)
A Closer Look at Edema Area Segmentation in SD-OCT Images Using Adversarial Framework
by: Tao, Yuhui, et al.
Published: (2025)
by: Tao, Yuhui, et al.
Published: (2025)
Leveraging Complementary Attention maps in vision transformers for OCT image analysis
by: Shahgir, Haz Sameen, et al.
Published: (2023)
by: Shahgir, Haz Sameen, et al.
Published: (2023)
Comparative Analysis of Data Augmentation for Retinal OCT Biomarker Segmentation
by: Unterdechler, Markus, et al.
Published: (2024)
by: Unterdechler, Markus, et al.
Published: (2024)
Novel OCT mosaicking pipeline with Feature- and Pixel-based registration
by: Wang, Jiacheng, et al.
Published: (2023)
by: Wang, Jiacheng, et al.
Published: (2023)
Similar Items
-
The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy
by: Tian, Xin, et al.
Published: (2024) -
Optimal Transport-based Graph Matching for 3D retinal OCT image registration
by: Tian, Xin, et al.
Published: (2022) -
TaGAT: Topology-Aware Graph Attention Network For Multi-modal Retinal Image Fusion
by: Tian, Xin, et al.
Published: (2024) -
MR2US-Pro: Prostate MR to Ultrasound Image Translation and Registration Based on Diffusion Models
by: Ma, Xudong, et al.
Published: (2025) -
DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping
by: Yang, Shiqi, et al.
Published: (2024)