Deep Learning--Based Scene Simplification for Bionic Vision

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Description: this dataset includes 16 original videos of outdoor scenes and simulated prosthetic vision with combinations of 4 machine-learning scene simplification strategies, 3 implant electrode grid resolutions, and 9 psychophysically validated models of phosphene shape


Retinal degenerative diseases cause profound visual impairment in more than 10 million people worldwide, and retinal prostheses are being developed to restore vision to these individuals. Analogous to cochlear implants, these devices electrically stimulate surviving retinal cells to evoke visual percepts (phosphenes). However, the quality of current prosthetic vision is still rudimentary. Rather t...


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