Reconstruction of Optical Coherence Tomography Images from Wavelength-space Using Deep-learning
Fuente:
arXiv
Saved in:
| Main Authors: | Viqar, Maryam, Sahin, Erdem, Stoykova, Elena, Madjarova, Violeta |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
WAVE-UNET: Wavelength based Image Reconstruction method using attention UNET for OCT images
by: Viqar, Maryam, et al.
Published: (2024)
by: Viqar, Maryam, 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)
Optical Diffusion Models for Image Generation
by: Oguz, Ilker, et al.
Published: (2024)
by: Oguz, Ilker, et al.
Published: (2024)
Coherence Awareness in Diffractive Neural Networks
by: Kleiner, Matan, et al.
Published: (2024)
by: Kleiner, Matan, et al.
Published: (2024)
Pixel Super-Resolved Fluorescence Lifetime Imaging Using Deep Learning
by: Costa, Paloma Casteleiro, et al.
Published: (2025)
by: Costa, Paloma Casteleiro, et al.
Published: (2025)
Generalizable Holographic Reconstruction via Amplitude-Only Diffusion Priors
by: Kim, Jeongsol, et al.
Published: (2025)
by: Kim, Jeongsol, et al.
Published: (2025)
Neural Network-Based Processing and Reconstruction of Compromised Biophotonic Image Data
by: Fanous, Michael John, et al.
Published: (2024)
by: Fanous, Michael John, et al.
Published: (2024)
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods
by: Kulyabin, Mikhail, et al.
Published: (2023)
by: Kulyabin, Mikhail, et al.
Published: (2023)
Inverse Design of Diffractive Metasurfaces Using Diffusion Models
by: Hen, Liav, et al.
Published: (2025)
by: Hen, Liav, et al.
Published: (2025)
Coherent Optical Modems for Full-Wavefield Lidar
by: Mirdehghan, Parsa, et al.
Published: (2024)
by: Mirdehghan, Parsa, et al.
Published: (2024)
Structural Vibration Monitoring with Diffractive Optical Processors
by: Wang, Yuntian, et al.
Published: (2025)
by: Wang, Yuntian, et al.
Published: (2025)
Anatomy-Aware Unsupervised Detection and Localization of Retinal Abnormalities in Optical Coherence Tomography
by: Haghighi, Tania, et al.
Published: (2026)
by: Haghighi, Tania, et al.
Published: (2026)
Multiplane Quantitative Phase Imaging Using a Wavelength-Multiplexed Diffractive Optical Processor
by: Shen, Che-Yung, et al.
Published: (2024)
by: Shen, Che-Yung, et al.
Published: (2024)
Retinal Cyst Detection from Optical Coherence Tomography Images
by: Dharmaratnakar, Abhishek, et al.
Published: (2026)
by: Dharmaratnakar, Abhishek, et al.
Published: (2026)
Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction
by: Maldonado-Garcia, Cynthia, et al.
Published: (2024)
by: Maldonado-Garcia, Cynthia, et al.
Published: (2024)
SinBasis Networks: Matrix-Equivalent Feature Extraction for Wave-Like Optical Spectrograms
by: Zhu, Yuzhou, et al.
Published: (2025)
by: Zhu, Yuzhou, et al.
Published: (2025)
Exploring the Role of Artificial Intelligence and Machine Learning in Process Optimization for Chemical Industry
by: Lin, Zishuo, et al.
Published: (2025)
by: Lin, Zishuo, et al.
Published: (2025)
Illumination Angular Spectrum Encoding for Controlling the Functionality of Diffractive Networks
by: Kleiner, Matan, et al.
Published: (2026)
by: Kleiner, Matan, et al.
Published: (2026)
Rapid morphology characterization of two-dimensional TMDs and lateral heterostructures based on deep learning
by: He, Junqi, et al.
Published: (2025)
by: He, Junqi, et al.
Published: (2025)
Virtual Staining of Label-Free Tissue in Imaging Mass Spectrometry
by: Zhang, Yijie, et al.
Published: (2024)
by: Zhang, Yijie, et al.
Published: (2024)
Emergent AI Surveillance: Overlearned Person Re-Identification and Its Mitigation in Law Enforcement Context
by: Nguyen, An Thi, et al.
Published: (2025)
by: Nguyen, An Thi, et al.
Published: (2025)
Learning Binary Sampling Patterns for Single-Pixel Imaging using Bilevel Optimisation
by: Tudosie, Serban Cristian, et al.
Published: (2025)
by: Tudosie, Serban Cristian, et al.
Published: (2025)
Curriculum Learning for ab initio Deep Learned Refractive Optics
by: Yang, Xinge, et al.
Published: (2023)
by: Yang, Xinge, et al.
Published: (2023)
Enhancing Digital Hologram Reconstruction Using Reverse-Attention Loss for Untrained Physics-Driven Deep Learning Models with Uncertain Distance
by: Chen, Xiwen, et al.
Published: (2024)
by: Chen, Xiwen, et al.
Published: (2024)
A Deep Learning Method for Simultaneous Denoising and Missing Wedge Reconstruction in Cryogenic Electron Tomography
by: Wiedemann, Simon, et al.
Published: (2023)
by: Wiedemann, Simon, et al.
Published: (2023)
Optical skin: Sensor-integration-free multimodal flexible sensing
by: Shimadera, Sho, et al.
Published: (2022)
by: Shimadera, Sho, et al.
Published: (2022)
Detection and Localization of Subdural Hematoma Using Deep Learning on Computed Tomography
by: Stoumpou, Vasiliki, et al.
Published: (2025)
by: Stoumpou, Vasiliki, et al.
Published: (2025)
Harnessing Optical Imaging Limit through Atmospheric Scattering Media
by: Chen, Libang, et al.
Published: (2024)
by: Chen, Libang, et al.
Published: (2024)
Scalable, Energy-Efficient Optical-Neural Architecture for Multiplexed Deepfake Video Detection
by: Kashani, Parnian Ghapandar, et al.
Published: (2026)
by: Kashani, Parnian Ghapandar, et al.
Published: (2026)
3D-2D Neural Nets for Phase Retrieval in Noisy Interferometric Imaging
by: Proppe, Andrew H., et al.
Published: (2024)
by: Proppe, Andrew H., et al.
Published: (2024)
Partial Coherence for Object Recognition and Depth Sensing
by: Xie, Zichen, et al.
Published: (2023)
by: Xie, Zichen, et al.
Published: (2023)
DeepFilters: Scattering-Aware Pupil Engineering with Learned Digital Filter Reconstruction for Extended Depth of Field Microscopy
by: Greene, Joseph L., et al.
Published: (2026)
by: Greene, Joseph L., et al.
Published: (2026)
PiLocNet: Physics-informed neural network on 3D localization with rotating point spread function
by: Lu, Mingda, et al.
Published: (2024)
by: Lu, Mingda, et al.
Published: (2024)
Single-shot reconstruction of three-dimensional morphology of biological cells in digital holographic microscopy using a physics-driven neural network
by: Kim, Jihwan, et al.
Published: (2024)
by: Kim, Jihwan, et al.
Published: (2024)
Snapshot multi-spectral imaging through defocusing and a Fourier imager network
by: Yang, Xilin, et al.
Published: (2025)
by: Yang, Xilin, et al.
Published: (2025)
EvidenceMoE: A Physics-Guided Mixture-of-Experts with Evidential Critics for Advancing Fluorescence Light Detection and Ranging in Scattering Media
by: Erbas, Ismail, et al.
Published: (2025)
by: Erbas, Ismail, et al.
Published: (2025)
Making the Discrete Continuous: Synthetic RAW Augmentations for Fine-Grained Evaluation of Person Detection Performance in Low Light
by: Pais, Valeria, et al.
Published: (2026)
by: Pais, Valeria, et al.
Published: (2026)
High-performance real-world optical computing trained by in situ gradient-based model-free optimization
by: Zhao, Guangyuan, et al.
Published: (2023)
by: Zhao, Guangyuan, et al.
Published: (2023)
Dark-Field X-Ray Imaging Significantly Improves Deep-Learning based Detection of Synthetic Early-Stage Lung Tumors in Preclinical Models
by: Dey, Joyoni, et al.
Published: (2025)
by: Dey, Joyoni, et al.
Published: (2025)
List-Mode PET Image Reconstruction Using Deep Image Prior
by: Ote, Kibo, et al.
Published: (2022)
by: Ote, Kibo, et al.
Published: (2022)
Similar Items
-
WAVE-UNET: Wavelength based Image Reconstruction method using attention UNET for OCT images
by: Viqar, Maryam, et al.
Published: (2024) -
Denoising OCT Images Using Steered Mixture of Experts with Multi-Model Inference
by: Özkan, Aytaç, et al.
Published: (2024) -
Optical Diffusion Models for Image Generation
by: Oguz, Ilker, et al.
Published: (2024) -
Coherence Awareness in Diffractive Neural Networks
by: Kleiner, Matan, et al.
Published: (2024) -
Pixel Super-Resolved Fluorescence Lifetime Imaging Using Deep Learning
by: Costa, Paloma Casteleiro, et al.
Published: (2025)