Image and Video Processing · Electrical Eng. & Systems
Deep OCT Angiography Image Generation for Motion Artifact Suppression
Julian Hossbach, Lennart Husvogt, Martin F. Kraus, James G. Fujimoto +1
2020-01-09
Computer Vision and Pattern Recognition · Computer Science
Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography Angiography
Jiaxiang Ren, Kicheon Park, Yingtian Pan, Haibin Ling
2022-03-29
Image and Video Processing · Electrical Eng. & Systems
A Deep Learning-based Quality Assessment and Segmentation System with a Large-scale Benchmark Dataset for Optical Coherence Tomographic Angiography Image
Yufei Wang, Yiqing Shen, Meng Yuan, Jing Xu +5
2021-07-23
Computer Vision and Pattern Recognition · Computer Science
VAMOS-OCTA: Vessel-Aware Multi-Axis Orthogonal Supervision for Inpainting Motion-Corrupted OCT Angiography Volumes
Nick DiSanto, Ehsan Khodapanah Aghdam, Han Liu, Jacob Watson +3
2026-02-03
Image and Video Processing · Electrical Eng. & Systems
A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT
Stefan Ploner, Siyu Chen, Jungeun Won, Lennart Husvogt +4
2022-09-16
Image and Video Processing · Electrical Eng. & Systems
Deep learning network to correct axial and coronal eye motion in 3D OCT retinal imaging
Yiqian Wang, Alexandra Warter, Melina Cavichini, Varsha Alex +4
2023-05-31
Image and Video Processing · Electrical Eng. & Systems
PupiNet: Seamless OCT-OCTA Interconversion Through Wavelet-Driven and Multi-Scale Attention Mechanisms
Renzhi Tian, Jinjie Wang, Wei Yang, Weizhen Li +4
2025-04-01
Image and Video Processing · Electrical Eng. & Systems
An Accurate and Efficient Neural Network for OCTA Vessel Segmentation and a New Dataset
Haojian Ning, Chengliang Wang, Xinrun Chen, Shiying Li
2023-09-19
Image and Video Processing · Electrical Eng. & Systems
Denoising, segmentation and volumetric rendering of optical coherence tomography angiography (OCTA) image using deep learning techniques: a review
Kejie Chen, Guanbing Gao, Xiaochun Yang, Wenbo Wang +1
2025-08-26
Image and Video Processing · Electrical Eng. & Systems
Robust Detection of Retinal Neovascularization in Widefield Optical Coherence Tomography
Jinyi Hao, Jie Wang, Liqin Gao, Tristan T. Hormel +7
2026-04-01
Image and Video Processing · Electrical Eng. & Systems
Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations
Linus Kreitner, Johannes C. Paetzold, Nikolaus Rauch, Chen Chen +10
2023-12-18
Computer Vision and Pattern Recognition · Computer Science
XOCT: Enhancing OCT to OCTA Translation via Cross-Dimensional Supervised Multi-Scale Feature Learning
Pooya Khosravi, Kun Han, Anthony T. Wu, Arghavan Rezvani +2
2025-09-10
Image and Video Processing · Electrical Eng. & Systems
Deep-Learning-based Vasculature Extraction for Single-Scan Optical Coherence Tomography Angiography
Jinpeng Liao, Tianyu Zhang, Yilong Zhang, Chunhui Li +1
2023-05-04
Image and Video Processing · Electrical Eng. & Systems
Deep-OCTA: Ensemble Deep Learning Approaches for Diabetic Retinopathy Analysis on OCTA Images
Junlin Hou, Fan Xiao, Jilan Xu, Yuejie Zhang +2
2022-10-04
Image and Video Processing · Electrical Eng. & Systems
DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis
Mostafa El Habib Daho, Yihao Li, Rachid Zeghlache, Hugo Le Boité +11
2024-02-07
Image and Video Processing · Electrical Eng. & Systems
Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias
Linus Kreitner, Ivan Ezhov, Daniel Rueckert, Johannes C. Paetzold +1
2022-12-22
Image and Video Processing · Electrical Eng. & Systems
Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant Metrics
Ylenia Giarratano, Eleonora Bianchi, Calum Gray, Andrew Morris +3
2020-06-02
Computer Vision and Pattern Recognition · Computer Science
Enhancing Retinal Disease Classification from OCTA Images via Active Learning Techniques
Jacob Thrasher, Annahita Amireskandari, Prashnna Gyawali
2024-07-23
Computer Vision and Pattern Recognition · Computer Science
VAMAE: Vessel-Aware Masked Autoencoders for OCT Angiography
Ilerioluwakiiye Abolade, Prince Mireku, Kelechi Chibundu, Peace Ododo +3
2026-04-09
Computer Vision and Pattern Recognition · Computer Science
Application of Independent Component Analysis Techniques in Speckle Noise Reduction of Retinal OCT Images
Ahmadreza Baghaie, Roshan M. D'souza, Zeyun Yu
2016-05-25
Medical Physics · Physics
Optical phase modulation by natural eye movements: application to time-domain FF-OCT image retrieval
Viacheslav Mazlin, Peng Xiao, Kristina Irsch, Jules Scholler +4
2022-01-25
Image and Video Processing · Electrical Eng. & Systems
OCTAVA: an open-source toolbox for quantitative analysis of optical coherence tomography angiography images
Gavrielle R. Untracht, Rolando Matos, Nikolaos Dikaios, Mariam Bapir +6
2022-01-19