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eess.IV2022
De-speckling of Optical Coherence Tomography Images Using Anscombe Transform and a Noisier2noise Model
Arka Saha, Sourya Sengupta
Optical Coherence Tomography (OCT) image denoising is a fundamental problem as OCT images suffer from multiplicative speckle noise, resulting in poor visibility of retinal layers.…
eess.IV2021
Uncertainty aware and explainable diagnosis of retinal disease
Amitojdeep Singh, Sourya Sengupta, Mohammed Abdul Rasheed +2
Deep learning methods for ophthalmic diagnosis have shown considerable success in tasks like segmentation and classification. However, their widespread application is limited due t…