Computational Vision | Bionic Vision Lab

Topic: Computational Vision

Research Projects

Predicting Visual Outcomes for Visual Prostheses

What do visual prosthesis users see, and why? Clinical studies have shown that the vision provided by current devices differs substantially from normal sight.

Immersive Virtual Reality Simulations of Bionic Vision

Embedding simulated prosthetic vision models in immersive virtual reality allows sighted subjects to act as virtual patients by “seeing” through the eyes of the patient.

VR/AR/MR Computational Vision Psychophysics

Computational Models of the Visual System

Understanding the visual system in health and disease is a key issue for neuroscience and neuroengineering applications such as visual prostheses.

Computational Neuroscience Computational Vision Neuromorphic Computing

Simulating Visual Impairment

How are visual acuity and daily activities affected by visual impairment? Previous studies have shown that vision is altered and impaired in the presence of a scotoma, but the extent to which patient-specific factors affect vision and quality of life is not well understood.

Computational Vision Low Vision Psychophysics

pulse2percept: A Python-Based Simulation Framework for Bionic Vision

pulse2percept is an open-source Python simulation framework used to predict the perceptual experience of retinal prosthesis patients across a wide range of implant configurations.

Visual Neuroprostheses Computational Vision

Cortical Visual Processing for Navigation

How does the brain extract relevant visual features from the rich, dynamic visual input that typifies active exploration, and how does the neural representation of these features support visual navigation?

Computational Neuroscience Computational Vision ML/AI