PupiNet: Seamless OCT-OCTA Interconversion Through Wavelet-Driven and Multi-Scale Attention Mechanisms
Fuente:
arXiv
Saved in:
| Main Authors: | Tian, Renzhi, Wang, Jinjie, Yang, Wei, Li, Weizhen, Chen, Haoran, Zhu, Yiran, Pan, Chengchang, Qi, Honggang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
4D-ACFNet: A 4D Attention Mechanism-Based Prognostic Framework for Colorectal Cancer Liver Metastasis Integrating Multimodal Spatiotemporal Features
by: Li, Zesheng, et al.
Published: (2025)
by: Li, Zesheng, et al.
Published: (2025)
RetinaRegen: A Hybrid Model for Readability and Detail Restoration in Fundus Images
by: Tang, Yuhan, et al.
Published: (2025)
by: Tang, Yuhan, et al.
Published: (2025)
RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering
by: Yang, Wei, et al.
Published: (2025)
by: Yang, Wei, et al.
Published: (2025)
A Dynamic Prognostic Prediction Method for Colorectal Cancer Liver Metastasis
by: Yang, Wei, et al.
Published: (2025)
by: Yang, Wei, et al.
Published: (2025)
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)
A Residual Multi-task Network for Joint Classification and Regression in Medical Imaging
by: Lin, Junji, et al.
Published: (2025)
by: Lin, Junji, et al.
Published: (2025)
OCTA-Based Biomarker Characterization in nAMD
by: Tivadar, MAria Simona, et al.
Published: (2026)
by: Tivadar, MAria Simona, et al.
Published: (2026)
EyeNexus: Adaptive Gaze-Driven Quality and Bitrate Streaming for Seamless VR Cloud Gaming Experiences
by: Wu, Ze, et al.
Published: (2025)
by: Wu, Ze, et al.
Published: (2025)
OMSN and FAROS: OCTA Microstructure Segmentation Network and Fully Annotated Retinal OCTA Segmentation Dataset
by: Xiao, Peng, et al.
Published: (2022)
by: Xiao, Peng, et al.
Published: (2022)
EDU-Net: Retinal Pathological Fluid Segmentation in OCT Images with Multiscale Feature Fusion and Boundary Optimization
by: Lei, Zijun, et al.
Published: (2026)
by: Lei, Zijun, et al.
Published: (2026)
Comparative Analysis of Data Augmentation for Retinal OCT Biomarker Segmentation
by: Unterdechler, Markus, et al.
Published: (2024)
by: Unterdechler, Markus, et al.
Published: (2024)
OCT2Confocal: 3D CycleGAN based Translation of Retinal OCT Images to Confocal Microscopy
by: Tian, Xin, et al.
Published: (2023)
by: Tian, Xin, et al.
Published: (2023)
JointViT: Modeling Oxygen Saturation Levels with Joint Supervision on Long-Tailed OCTA
by: Zhang, Zeyu, et al.
Published: (2024)
by: Zhang, Zeyu, et al.
Published: (2024)
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)
Adaptive Wavelet Filters as Practical Texture Feature Amplifiers for Parkinson's Disease Screening in OCT
by: Zhang, Xiaoqing, et al.
Published: (2025)
by: Zhang, Xiaoqing, et al.
Published: (2025)
Optical Coherence Tomography Angiography-OCTA dataset for the study of Diabetic Retinopathy
by: Bidwai, Pooja, et al.
Published: (2024)
by: Bidwai, Pooja, et al.
Published: (2024)
Snake with Shifted Window: Learning to Adapt Vessel Pattern for OCTA Segmentation
by: Chen, Xinrun, et al.
Published: (2024)
by: Chen, Xinrun, et al.
Published: (2024)
Fluorescence Diffraction Tomography using Explicit Neural Fields
by: He, Renzhi, et al.
Published: (2024)
by: He, Renzhi, 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)
TRUST -- Transformer-Driven U-Net for Sparse Target Recovery
by: An, Di, et al.
Published: (2025)
by: An, Di, et al.
Published: (2025)
NeuralOCT: Airway OCT Analysis via Neural Fields
by: Jiao, Yining, et al.
Published: (2024)
by: Jiao, Yining, et al.
Published: (2024)
Simulation-Based Segmentation of Blood Vessels in Cerebral 3D OCTA Images
by: Wittmann, Bastian, et al.
Published: (2024)
by: Wittmann, Bastian, et al.
Published: (2024)
OCTAMamba: A State-Space Model Approach for Precision OCTA Vasculature Segmentation
by: Zou, Shun, et al.
Published: (2024)
by: Zou, Shun, et al.
Published: (2024)
MEGANet-W: A Wavelet-Driven Edge-Guided Attention Framework for Weak Boundary Polyp Detection
by: Tan, Zhe Yee, et al.
Published: (2025)
by: Tan, Zhe Yee, et al.
Published: (2025)
O-PRESS: Boosting OCT axial resolution with Prior guidance, Recurrence, and Equivariant Self-Supervision
by: Li, Kaiyan, et al.
Published: (2024)
by: Li, Kaiyan, et al.
Published: (2024)
Efficient Learned Wavelet Image and Video Coding
by: Meyer, Anna, et al.
Published: (2024)
by: Meyer, Anna, et al.
Published: (2024)
Blood vessel segmentation in en-face OCTA images: a frequency based method
by: Breger, Anna, et al.
Published: (2021)
by: Breger, Anna, et al.
Published: (2021)
Compressive Fourier-Domain Intensity Coupling (C-FOCUS) enables near-millimeter deep imaging in the intact mouse brain in vivo
by: He, Renzhi, et al.
Published: (2025)
by: He, Renzhi, et al.
Published: (2025)
Super-Resolution and Denoising of Corneal B-Scan OCT Imaging Using Diffusion Model Plug-and-Play Priors
by: Wang, Yaning, et al.
Published: (2026)
by: Wang, Yaning, et al.
Published: (2026)
Quantitative and Qualitative Evaluation of NLM and Wavelet Methods in Image Enhancement
by: Khanpour, Cameron
Published: (2024)
by: Khanpour, Cameron
Published: (2024)
Dual-Stream Attention Network for Hyperspectral Image Unmixing
by: Wang, Yufang, et al.
Published: (2024)
by: Wang, Yufang, 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)
VHU-Net: Variational Hadamard U-Net for Body MRI Bias Field Correction
by: Zhu, Xin, et al.
Published: (2025)
by: Zhu, Xin, et al.
Published: (2025)
Optimizing Mobile-Friendly Viewport Prediction for Live 360-Degree Video Streaming
by: Zhang, Lei, et al.
Published: (2024)
by: Zhang, Lei, et al.
Published: (2024)
Towards Seamless Integration of Magnetic Tracking into Fluoroscopy-guided Interventions
by: Xing, Shuwei, et al.
Published: (2024)
by: Xing, Shuwei, et al.
Published: (2024)
Conditioning 3D Diffusion Models with 2D Images: Towards Standardized OCT Volumes through En Face-Informed Super-Resolution
by: de Vente, Coen, et al.
Published: (2024)
by: de Vente, Coen, et al.
Published: (2024)
UnWave-Net: Unrolled Wavelet Network for Compton Tomography Image Reconstruction
by: Ayad, Ishak, et al.
Published: (2024)
by: Ayad, Ishak, et al.
Published: (2024)
Window-based Channel Attention for Wavelet-enhanced Learned Image Compression
by: Xu, Heng, et al.
Published: (2024)
by: Xu, Heng, et al.
Published: (2024)
SWAN: Synergistic Wavelet-Attention Network for Infrared Small Target Detection
by: Jing, Yuxin, et al.
Published: (2025)
by: Jing, Yuxin, et al.
Published: (2025)
Variable Rate Learned Wavelet Video Coding using Temporal Layer Adaptivity
by: Meyer, Anna, et al.
Published: (2024)
by: Meyer, Anna, et al.
Published: (2024)
Similar Items
-
4D-ACFNet: A 4D Attention Mechanism-Based Prognostic Framework for Colorectal Cancer Liver Metastasis Integrating Multimodal Spatiotemporal Features
by: Li, Zesheng, et al.
Published: (2025) -
RetinaRegen: A Hybrid Model for Readability and Detail Restoration in Fundus Images
by: Tang, Yuhan, et al.
Published: (2025) -
RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering
by: Yang, Wei, et al.
Published: (2025) -
A Dynamic Prognostic Prediction Method for Colorectal Cancer Liver Metastasis
by: Yang, Wei, et al.
Published: (2025) -
Vessel-Promoted OCT to OCTA Image Translation by Heuristic Contextual Constraints
by: Li, Shuhan, et al.
Published: (2023)