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Depixelation and enhancement of fiber bundle images by bundle rotation

Carlos A. Renteria, Javier I. Suárez, Alyssa Licudine, Stephen A. Boppart

2020Applied Optics28 citationsDOIOpen Access PDF

Abstract

Fiber bundles have become widely adopted for use in endoscopy, live-organism imaging, and other imaging applications. An inherent consequence of imaging with these bundles is the introduction of a honeycomb-like artifact that arises from the inter-fiber spacing, which obscures features of objects in the image. This artifact subsequently limits applicability and can make interpretation of the image-based data difficult. This work presents a method to reduce this artifact by on-axis rotation of the fiber bundle. Fiber bundle images were first low-pass and median filtered to improve image quality. Consecutive filtered images with rotated samples were then co-registered and averaged to generate a final, reconstructed image. The results demonstrate removal of the artifacts, in addition to increased signal contrast and signal-to-noise ratio. This approach combines digital filtering and spatial resampling to reconstruct higher-quality images, enhancing the utility of images acquired using fiber bundles.

Topics & Concepts

Fiber bundleArtifact (error)Computer visionArtificial intelligenceComputer scienceBundleImage qualityImage resolutionRotation (mathematics)Noise (video)Image processingFiberOpticsMaterials scienceImage (mathematics)PhysicsComposite materialComputer Graphics and Visualization TechniquesRandom lasers and scattering mediaImage Enhancement Techniques
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