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01/04/2023
Fully Automated Artery-Vein ratio and vascular tortuosity measurement in retinal fundus images
Accurate measurements of abnormalities like Artery-Vein ratio and tortuo...
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12/30/2022
Deep Active Learning Using Barlow Twins
The generalisation performance of a convolutional neural networks (CNN) ...
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02/04/2022
Fully Automated Tree Topology Estimation and Artery-Vein Classification
We present a fully automatic technique for extracting the retinal vascul...
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10/01/2021
Optic Disc Segmentation using Disk-Centered Patch Augmentation
The optic disc is a crucial diagnostic feature in the eye since changes ...
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07/23/2021
SuperCaustics: Real-time, open-source simulation of transparent objects for deep learning applications
Transparent objects are a very challenging problem in computer vision. T...
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11/13/2020
Continual Learning with Deep Artificial Neurons
Neurons in real brains are enormously complex computational units. Among...
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07/13/2020
AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning
Machine learning requires data, but acquiring and labeling real-world da...
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07/04/2020
Deep Active Learning via Open Set Recognition
In many applications, data is easy to acquire but expensive and time con...
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03/19/2019
Dynamic Deep Networks for Retinal Vessel Segmentation
Segmenting the retinal vasculature entails a trade-off between how much ...
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05/25/2018