Computer Vision and Pattern Recognition · Computer Science
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning
Suman Sedai, Bhavna Antony, Dwarikanath Mahapatra, Rahil Garnavi
2018-09-13
Image and Video Processing · Electrical Eng. & Systems
SD-LayerNet: Semi-supervised retinal layer segmentation in OCT using disentangled representation with anatomical priors
Botond Fazekas, Guilherme Aresta, Dmitrii Lachinov, Sophie Riedl +3
2022-10-26
Image and Video Processing · Electrical Eng. & Systems
Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks
Shuo Chen, Da Ma, Sieun Lee, Timothy T. L. Yu +6
2022-09-01
Image and Video Processing · Electrical Eng. & Systems
Segmentation of Retinal Low-Cost Optical Coherence Tomography Images using Deep Learning
Timo Kepp, Helge Sudkamp, Claus von der Burchard, Hendrik Schenke +5
2026-03-12
Computer Vision and Pattern Recognition · Computer Science
Automated Segmentation of Retinal Layers from Optical Coherent Tomography Images Using Geodesic Distance
Jinming Duan, Christopher Tench, Irene Gottlob, Frank Proudlock +1
2016-09-09
Image and Video Processing · Electrical Eng. & Systems
Automated segmentation and extraction of posterior eye segment using OCT scans
Bilal Hassan, Taimur Hassan, Ramsha Ahmed, Shiyin Qin +1
2021-10-19
Image and Video Processing · Electrical Eng. & Systems
Pseudo-real-time retinal layer segmentation for high-resolution adaptive optics optical coherence tomography
Worawee Janpongsri, Joey Huang, Ringo Ng, Daniel J. Wahl +2
2020-04-14
Computer Vision and Pattern Recognition · Computer Science
Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks
Yufan He, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon +3
2018-03-15
Computer Vision and Pattern Recognition · Computer Science
Intra-Retinal Layer Segmentation of 3D Optical Coherence Tomography Using Coarse Grained Diffusion Map
Raheleh Kafieh, Hossein Rabbani, Michael D. Abramoff, Milan Sonka
2012-10-09
Computer Vision and Pattern Recognition · Computer Science
Deep Learning based Retinal OCT Segmentation
Mike Pekala, Neil Joshi, David E. Freund, Neil M. Bressler +2
2018-01-31
Image and Video Processing · Electrical Eng. & Systems
Light-weight Retinal Layer Segmentation with Global Reasoning
Xiang He, Weiye Song, Yiming Wang, Fabio Poiesi +5
2024-04-26
Image and Video Processing · Electrical Eng. & Systems
Deep Learning based Skin-layer Segmentation for Characterizing Cutaneous Wounds from Optical Coherence Tomography Images
Prashant Kumar, Swatantra Dhara, Ayan Gope, Jyotirmoy Chatterjee +1
2023-06-05
Computer Vision and Pattern Recognition · Computer Science
SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCT
Botond Fazekas, Guilherme Aresta, Philipp Seeböck, Julia Mai +2
2025-09-26
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
Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review
Rita Marques, Danilo Andrade De Jesus, João Barbosa Breda, Jan Van Eijgen +5
2021-09-07
Computer Vision and Pattern Recognition · Computer Science
Probabilistic Intra-Retinal Layer Segmentation in 3-D OCT Images Using Global Shape Regularization
Fabian Rathke, Stefan Schmidt, Christoph Schnörr
2014-04-01
Computer Vision and Pattern Recognition · Computer Science
Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network
Donghuan Lu, Morgan Heisler, Sieun Lee, Gavin Ding +2
2017-10-16
Image and Video Processing · Electrical Eng. & Systems
MPG-Net: Multi-Prediction Guided Network for Segmentation of Retinal Layers in OCT Images
Zeyu Fu, Yang Sun, Xiangyu Zhang, Scott Stainton +4
2020-09-30
Computer Vision and Pattern Recognition · Computer Science
3D Automatic Segmentation Method for Retinal Optical Coherence Tomography Volume Data Using Boundary Surface Enhancement
Yankui Sun, Tian Zhang, Yue Zhao, Yufan He
2015-08-06
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