Performance Analysis of Various Deep Learning Denoise Techniques on Retinal OCT Images

• Published in: 2023 International Conference on Next Generation Electronics (NEleX) pp. 1 - 6
• Main Authors: Loganathan, R., Latha, S.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 14.12.2023
• Subjects: Age-related macular degeneration (AMD); Macular degeneration; Noise reduction; Optical coherence tomography; Optical coherence tomography (OCT); Pigments; Retina; Retinal pigment epithelium (RPE); Speckle; Speckle noise; Ultrasonic imaging

Optical Coherence Tomography (OCT) is increasingly utilized to detect eye problems using retinal structure data. Many retinal problems are diagnosed and monitored by OCT. Acquisition speckle noise weakens OCT images. OCT images are typically distorted by speckle noise, making diagnosis and interpret...