Computer-vision-enabled augmented reality fundus biomicroscopy.
basic_science · Level V
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Abstract
To guide treatment for macular diseases and to facilitate real-time image measurement and comparison, investigations were initiated to permit overlay of previously stored photographic and angiographic images directly onto the real-time slit-lamp biomicroscopic fundus image. Experimental study in model eyes, and preliminary observations in human subjects. A modified, binocular video slit lamp interfaced to a personal computer and framegrabber allows for image acquisition and rendering of stored images overlaid onto the real-time slit-lamp biomicroscopic fundus image. Development proceeds with rendering on a computer monitor, while construction is completed on a miniature display interfaced directly with one of the slit-lamp oculars. Registration and tracking are performed with in-house-developed software. Tracking speed and accuracy, ergonomic acceptability. Computer-vision algorithms permit robust montaging, tracking, registration, and rendering of previously stored photographic and angiographic images onto the real-time slit-lamp fundus biomicroscopic image. In model eyes and in preliminary studies in a human eye, optimized registration permits near-video-rate image overlay with updates at 3 to 10 Hz and misregistration errors on the order of 1 to 5 pixels. A prototype for ophthalmic augmented reality (image overlay) is presented. The current hardware/software implementation allows for robust performance.
Medical subject headings
- Choroidal Neovascularization
- Fundus Oculi
- Image Processing, Computer-Assisted
- Macular Degeneration