OpenCodePapers
fundus-to-angiography-generation-on-fundus
Image-to-Image Translation
Fundus to Angiography Generation
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Paper
Code
FID
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Kernel Inception Distance
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ModelName
ReleaseDate
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VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers
✓ Link
17.3
0.00053
VTGAN
2021-04-14
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks
✓ Link
20.7
0.00392
Attention2Angio w/o Perceptual Loss
2020-07-17
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation
✓ Link
24.5
0.00131
U-GAT-IT
2019-07-25
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks
✓ Link
24.6
0.00087
Attention2Angio
2020-07-17
StarGAN v2: Diverse Image Synthesis for Multiple Domains
✓ Link
27.7
0.00118
StarGAN-v2
2019-12-04
Fundus2Angio: A Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography
30.3
0.00184
Fundus2Angio
2020-05-11
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
✓ Link
42.8
0.00258
pix2pixHD
2017-11-30
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks
✓ Link
47.5
0.00595
Attention2Angio w/o Perceptual Loss + Feature Matching Loss
2020-07-17
Image-to-Image Translation with Conditional Adversarial Networks
✓ Link
48.6
pix2pix
2016-11-21