ClinicalTrials.gg
CompletedNCT04359108SLAMUpdated Mar 10, 2025Results posted

Environmental Localization Mapping and Guidance for Visual Prosthesis Users

An interventional study of Navigation system mode: Argus Vision and Navigation system mode: Depth Vision in Retinitis Pigmentosa, Visual Impairment and Visual Prosthesis, sponsored by Johns Hopkins University. Completed at 2 sites in United States. Open to participants aged 18 Years and older, including healthy volunteers. Per ClinicalTrials.gov, last updated 2025-03-10.

Sponsored by Johns Hopkins University · Not applicable, Interventional, and Basic science

Phase
Not applicable
Study type
Interventional
Enrollment
26
Allocation
Non-randomized
Ages
18 Years and older
Sex
All
01

Study summary

This study is driven by the hypothesis that independent navigation by blind users of visual prosthetic devices can be greatly aided by use of an autonomous navigational aid that provides information about the environment and guidance for navigation through multimodal sensory cues. For this study, the investigators developed a navigation system that uses on-board sensing to map the user's environment and compute navigable paths to desired destinations in real-time. Information regarding obstacles and directional guidance is communicated to the user via a combination of sensory modalities including limited vision (through the user's visual prosthesis), haptic, and audio cues. This study evaluates how effectively this navigational aid improves prosthetic vision users' ability to perform navigational tasks. The participants for this study include both retinal prosthesis users of the Argus II Retinal Prosthesis System (Argus II) and normally sighted individuals who use a virtual reality headset to simulate the limited vision of the Argus II system.

Read the detailed description

About 1.3 million Americans aged 40 and older are legally blind, a majority because of diseases with onset later in life, such as glaucoma and age-related macular degeneration. Second Sight Medical Products (SSMP) has developed the world's first FDA approved retinal implant, Argus II, intended to restore some functional vision for people suffering from retinitis pigmentosa (RP).

In this era of smart devices, generic navigation technology, such as GPS mapping apps for smartphones, can provide directions to help guide a blind user from point A to point B. However, these navigational aids do little to enable blind users to form an egocentric understanding of the surroundings, are not suited to navigation indoors, and do nothing to assist in avoiding obstacles to mobility. The Argus II, on the other hand, provides blind users with a limited visual representation of the users surroundings that improves users' ability to orient themselves and traverse obstacles, yet lacks features for high-level navigation and semantic interpretation of the surroundings. The proposed study aims to address these limitations of the Argus II through a synergy of state-of-the-art simultaneous localization and mapping (SLAM) and scene recognition technologies.

This study is driven by the hypothesis that independent navigation by blind users of visual prosthetic devices can be greatly aided by use of an autonomous navigational aid that provides information about the environment and guidance for navigation through multimodal sensory cues. The investigators developed a navigation system that uses on-board sensing and SLAM-based algorithms to continuously construct a map of the user's environment and locate the user within that map in real-time. On-board path planning algorithms compute optimal navigation routes to reach desired destinations based on the constructed map. The system then communicates obstacle locations and navigational cues to the user while navigating via a combination of sensory modalities. The participants for this study include blind Argus II users, who use their retinal implant for vision, and normally sighted individuals, who use a virtual reality headset to simulate the limited vision of a retinal prosthesis.

The sensory modalities used by the navigational aid to communicate information back to the user include:

  • Limited vision is provided via the user's visual prosthesis, with the Argus II retinal implant supporting an image size of 10 x 6 pixels spanning approximately 18 x 11 degrees field-of-view. Images sent to the visual implant are derived from video frames provided by forward-facing cameras integrated within headgear worn by the user. Three forms of vision feedback are evaluated in this study including: 1) the standard vision output of the Argus II (which uses texture-based processing including difference-of-Gaussian and contrast enhancement filters), 2) an enhanced depth-based vision mode that uses the depth sensing capabilities of the navigational aid to highlight above-ground obstacles, and 3) a high field of view depth-based vision mode that doubles the pixel size and field of view of the visual feedback in each dimension. The depth-vision modes display only above-ground obstacles with increasing brightness relative to decreasing distance from the user; the ground and obstacles beyond a threshold distance are not displayed in order to declutter the visual scene. The high field-of-view depth-vision mode is only utilized by normally sighted participants, as this mode exceeds the vision capabilities of the Argus II implant.
  • Haptic cues indicate the direction in which the user should advance in order to follow the path computed by the navigational aid to reach a target destination. The haptic cues are generated by vibrators situated at five positions located left-to-right along the users forehead, which are built into user-worn headgear. The five vibration points indicate for the user to turn in directions: "far left", "slight left", "straight ahead", "slight right", and "far right".
  • Audio cues provide an audible alert when the user approaches an obstacle within 1.5 feet and provide verbal updates on the remaining distance to reach the destination along the path computed by the navigational aid.

This study compares participants' performance in completing navigation tasks using five different modes and combinations of the foregoing sensory modalities as follows: 1) Argus vision, 2) depth vision, 3) depth vision with haptic and audio, 4) haptic and audio (without vision), and 5) high field-of-view depth vision.

The navigation tasks performed by the participants using these modalities include navigating through a dense obstacle field and navigating between rooms within an indoor facility that requires successful traversal of non-trivial paths.

In addition, a third experiment evaluates the effect of resolution and field-of-view of the retinal implant upon participants' ability to visually discern relative distances to different obstacles based on optical flow patterns induced by the participant's motion when approaching obstacles situated at different distances ahead of the user. For this experiment, the following four vision settings are evaluated: 1) low resolution / low field-of-view, 2) low resolution / high field-of-view, 3) high resolution / low field-of-view, and 4) high resolution / high field-of-view. The "low" settings correspond to the values of the Argus II system, whereas the "high" settings corresponding to a doubling of the "low" values along each dimension. For Argus user participants, only the low resolution / low field-of-view setting is evaluated since the Argus II retinal implant is incapable of supporting the higher vision settings.

02

Conditions studied

  • Retinitis Pigmentosa
  • Visual Impairment
  • Visual Prosthesis

Keywords

  • Retinal Prosthesis
  • Argus II
03

In context

Retinitis Pigmentosa

278 studies on the registry are indexed under Retinitis Pigmentosa; 72 are open to participants now.

This study's enrollment of 26 is close to the median of 27 across 179 interventional studies indexed under Retinitis Pigmentosa.

Browse Retinitis Pigmentosa studies →

Lead sponsor

Johns Hopkins University is the lead sponsor of 1,815 studies on the registry; 315 are open to participants now.

Of its 208 completed or terminated interventional studies of FDA-regulated products, 144 (69%) have results posted.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Accepts healthy volunteers
Yes

Eligibility criteria

Criteria for inclusion of normally sighted individuals:

  • Subject speaks English;
  • Subjects must be an adult (at least 18 years of age);
  • Subject has the cognitive and communication ability to participate in the study (i.e., follow spoken directions, perform tests, and give feedback);
  • Subject is willing to conduct psychophysics testing up to 4-6 hours per day of testing on 3-5 consecutive days;
  • Subject has visual acuity of 20/40 or better (corrected);
  • Subject is capable of understanding participant information materials and giving written .
  • Subject is able to walk unassisted

Criteria for inclusion of Argus II users:

The inclusion criteria for the study are the following:

  • Subject is at least 25 years of age;
  • Subject has been implanted with the Argus II system;
  • Subject's eye has healed from surgery and the surgeon has cleared the subject for programming;
  • Subject has the cognitive and communication ability to participate in the study (i.e., follow spoken directions, perform tests, and give feedback);
  • Subject is willing to conduct psychophysics testing up to 4-6 hours per day of testing on 3-5 consecutive days;
  • Subject is capable of understanding patient information materials and giving written informed consent;
  • Subject is able to walk unassisted.

Exclusion criteria for all subjects is the following:

  • Subject is unwilling or unable to travel to testing facility for at least 3 days of testing within a one-week timeframe;
  • Subject does not speak English;
  • Subject has language or hearing impairment.
Terms in these criteria, in plain language(1)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

Informed consent

Before you join, the study team explains what taking part involves — its purpose, what happens, the risks and possible benefits — and answers your questions, so you can decide freely. Consent is usually recorded on a form (the informed consent form, ICF) signed by you or, where the law allows, by someone legally authorised to decide for you.

You can keep asking questions during the study, you are told of new information that matters, and you can choose to leave at any time.

05

Study design

Phase
Not applicable
Primary purpose
Basic science
Allocation
Non-randomized
Intervention model
Single group
Masking
None (open label)
Enrollment
26 participants (actual)

Study arms

  • Experimental
    Evaluation of normally sighted participants using a simulated visual prosthesis

    All normally sighted participants will be assigned to this arm of the study. This study group will perform all experiments using a virtual reality headset (Oculus Go) to simulate the limited vision of a retinal prosthesis system. This study group will include all interventions, including those that both match and exceed the visual performance of the Argus II system.

    Device: Navigation system mode: Argus Vision · Device: Navigation system mode: Depth Vision · Device: Navigation system mode: Depth Vision with Haptic / Audio · Device: Navigation system mode: Haptic / Audio · Device: Navigation system mode: High Field-of-View Depth Vision · Device: Distance test vision mode: Low Resolution / Low Field-of-View · Device: Distance test vision mode: Low Resolution / High Field-of-View · Device: Distance test vision mode: High Resolution / Low Field-of-View · Device: Distance test vision mode: High Resolution / High Field-of-View

  • Experimental
    Evaluation of blind participants using the Argus II retinal prosthesis

    All blind participants who have been implanted with the Argus II Retinal Prosthesis System will be assigned to this arm of the study. This study group will be limited to performing a subset of the interventions including only those that do not exceed the visual performance of the Argus II system.

    Device: Navigation system mode: Argus Vision · Device: Navigation system mode: Depth Vision · Device: Navigation system mode: Depth Vision with Haptic / Audio · Device: Navigation system mode: Haptic / Audio · Device: Distance test vision mode: Low Resolution / Low Field-of-View

Interventions

  • DeviceNavigation system mode: Argus Vision

    This intervention uses the navigational aid with the output sensory modalities configured as follows: * Vision: Argus mode * Haptics: none * Audio: none Since this mode only provides the standard Argus vision, it is equivalent to using the base Argus II system without the navigational aid.

  • DeviceNavigation system mode: Depth Vision

    This intervention uses the navigational aid with the output sensory modalities configured as follows: * Vision: Depth mode (at Argus II resolution and field-of-view) * Haptics: none * Audio: none

  • DeviceNavigation system mode: Depth Vision with Haptic / Audio

    This intervention uses the navigational aid with the output sensory modalities configured as follows: * Vision: Depth mode (at Argus II resolution and field-of-view) * Haptics: yes * Audio: yes

  • DeviceNavigation system mode: Haptic / Audio

    This intervention uses the navigational aid with the output sensory modalities configured as follows: * Vision: none * Haptics: yes * Audio: yes Since this mode does not provide any visual feedback, it is equivalent to using navigational aid completely blind without a visual prosthesis.

  • DeviceNavigation system mode: High Field-of-View Depth Vision

    This intervention uses the navigational aid with the output sensory modalities configured as follows: * Vision: High Field-of-View Depth mode (at twice the Argus II resolution and field-of-view along each dimension) * Haptics: none * Audio: none

  • DeviceDistance test vision mode: Low Resolution / Low Field-of-View

    This intervention performs the relative distance to two obstacles test with the user's vision output configured as follows: * Resolution: Low * Field-of-View: Low

  • DeviceDistance test vision mode: Low Resolution / High Field-of-View

    This intervention performs the relative distance to two obstacles test with the user's vision output configured as follows: * Resolution: Low * Field-of-View: High

  • DeviceDistance test vision mode: High Resolution / Low Field-of-View

    This intervention performs the relative distance to two obstacles test with the user's vision output configured as follows: * Resolution: High * Field-of-View: Low

  • DeviceDistance test vision mode: High Resolution / High Field-of-View

    This intervention performs the relative distance to two obstacles test with the user's vision output configured as follows: * Resolution: High * Field-of-View: High

06

What researchers measure

Primary outcomes

  1. Duration of Time to Complete Navigational Tasks as Assessed by the Mean Duration of Travel in Seconds Normalized by the Nominal Path Distance in Meters

    Participants will be asked to complete the navigation tasks of crossing an obstacle field approximately 6 meters in length and navigating to a target destination located about 20 - 30 meters away. The normalized duration of time to complete each navigation task will be measured in seconds. To account for variability in the path distances of different trials, the measured time will be normalized by a reference (nominal) path distance in meters associated with the configuration of each trial. The mean normalized time across all trials will be computed for each intervention.

    Time frame: Up to 7 minutes for each navigation task, on Day 1 or Day 2

  2. Distance Traversed to Complete Navigational Tasks as Assessed by the Mean Distance Traveled in Meters Normalized by the Nominal Path Distance in Meters

    Participants will be asked to complete the navigation tasks of crossing an obstacle field approximately 6 meters in length and navigating to a target destination located about 20 - 30 meters away. The normalized distance traversed to complete each navigation task will be measured. To account for variability in the path distances of different trials, the measured distance will be normalized by a reference (nominal) path distance in meters associated with the configuration of each trial. The mean normalized distance across all trials will be computed for each intervention.

    Time frame: Up to 7 minutes for each navigation task, on Day 1 or Day 2

  3. Obstacle Avoidance While Completing Navigational Tasks as Assessed by the Mean Number of Contacts With Obstacles Normalized by the Nominal Path Distance in Meters

    Participants will be asked to complete the navigation tasks of crossing an obstacle field approximately 6 meters in length and navigating to a target destination located about 20 - 30 meters away. The number of contacts with obstacles encountered while completing each navigation task will be measured. To account for variability in the path distances of different trials, the number of contacts will be normalized by a reference (nominal) path distance in meters associated with the configuration of each trial. The mean normalized number of contacts with obstacles across all trials will be computed for each intervention.

    Time frame: Up to 7 minutes for each navigation task, on Day 1 or Day 2

  4. Success in Completing Navigational Tasks as Assessed by the Mean Percentage of Trials Where Participants Successfully Reached the Intended Destination

    Participants will be asked to navigate to a target destination located about 20 - 30 meters away. We will measure success rate as the mean number of trials for which each participants successfully reached the intended destination divided by the total number of trials performed by that participant for each intervention.

    Time frame: Up to 7 minutes for each navigation task, on Day 1 or Day 2

  5. Accuracy of Relative Distance Judgments as Assessed by the Percentage of Correct Responses

    Participants will be presented with two physical objects and asked to identify which of the objects is the nearer one after walking a controlled distance down a centerline oriented between the objects. We will measure accuracy as the percentage of correct responses (the total number of correct responses divided by the total number of trials times 100).

    Time frame: Up to 60 seconds for each discrimination task, on Day 1 or Day 2

07

Results

Posted Mar 10, 2025

Participant flow

For blind participants, 6 individuals who had previously received the Argus II retinal implant were recruited. For sighted participants, 20 individuals with normal vision were recruited from staff members of the Johns Hopkins University Applied Physics Laboratory.

Participant flow — Overall Study
MilestoneEvaluation of Normally Sighted Participants Using a Simulated Visual ProsthesisEvaluation of Blind Participants Using the Argus II Retinal Prosthesis
Started206
Completed191
Not completed15
Withdrew: Withdrawal by subject10
Withdrew: Unable or too feeble to walk independently02
Withdrew: Argus ii system stopped functioning01
Withdrew: Died of natural causes unrelated to the study before study ended02

Outcome measures

PrimaryDuration of Time to Complete Navigational Tasks as Assessed by the Mean Duration of Travel in Seconds Normalized by the Nominal Path Distance in Meters

Participants will be asked to complete the navigation tasks of crossing an obstacle field approximately 6 meters in length and navigating to a target destination located about 20 - 30 meters away. The normalized duration of time to complete each navigation task will be measured in seconds. To account for variability in the path distances of different trials, the measured time will be normalized by a reference (nominal) path distance in meters associated with the configuration of each trial. The mean normalized time across all trials will be computed for each intervention.

Time frame:
Up to 7 minutes for each navigation task, on Day 1 or Day 2
Reported as:
Mean · seconds/meter
Duration of Time to Complete Navigational Tasks as Assessed by the Mean Duration of Travel in Seconds Normalized by the Nominal Path Distance in Meters
seconds/meterEvaluation of Normally Sighted Participants Using a Simulated Visual ProsthesisEvaluation of Blind Participants Using the Argus II Retinal Prosthesis
Obstacle Field Test: Argus Vision14.54 ± 1.0314.09 ± 2.19
Obstacle Field Test: Depth Vision10.46 ± 0.9314.60 ± 2.17
Obstacle Field Test: Depth Vision + Haptic/Audio9.38 ± 0.8014.05 ± 1.31
Obstacle Field Test: Haptic/Audio9.72 ± 0.839.13 ± 1.29
Obstacle Field Test: High Field-of-View Depth Vision7.54 ± 0.68NA ± NA
Navigate to Destination Test: Argus Vision9.32 ± 0.94NA ± NA
Navigate to Destination Test: Depth Vision8.68 ± 0.815.11 ± NA
Navigate to Destination Test: Depth Vision + Haptic/Audio7.05 ± 0.447.95 ± 1.70
Navigate to Destination Test: Haptic/Audio7.05 ± 0.499.31 ± 1.75
Navigate to Destination Test: High Field-of-View Depth Vision6.37 ± 0.59NA ± NA
Statistical analysis
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · ANOVA · p = 0.02
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.22
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.017
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.98
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.014
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · ANOVA · p = <0.001
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = <0.01
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.156
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.541
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = <0.01
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
PrimaryDistance Traversed to Complete Navigational Tasks as Assessed by the Mean Distance Traveled in Meters Normalized by the Nominal Path Distance in Meters

Participants will be asked to complete the navigation tasks of crossing an obstacle field approximately 6 meters in length and navigating to a target destination located about 20 - 30 meters away. The normalized distance traversed to complete each navigation task will be measured. To account for variability in the path distances of different trials, the measured distance will be normalized by a reference (nominal) path distance in meters associated with the configuration of each trial. The mean normalized distance across all trials will be computed for each intervention.

Time frame:
Up to 7 minutes for each navigation task, on Day 1 or Day 2
Reported as:
Mean · meters/meter
Distance Traversed to Complete Navigational Tasks as Assessed by the Mean Distance Traveled in Meters Normalized by the Nominal Path Distance in Meters
meters/meterEvaluation of Normally Sighted Participants Using a Simulated Visual ProsthesisEvaluation of Blind Participants Using the Argus II Retinal Prosthesis
Obstacle Field Test: Argus Vision1.598 ± 0.0451.543 ± 0.048
Obstacle Field Test: Depth Vision1.305 ± 0.0271.427 ± 0.126
Obstacle Field Test: Depth Vision + Haptic/Audio1.227 ± 0.0181.537 ± 0.125
Obstacle Field Test: Haptic/Audio1.230 ± 0.0261.300 ± 0.095
Obstacle Field Test: High Field-of-View Depth Vision1.217 ± 0.025NA ± NA
Navigate to Destination Test: Argus Vision1.236 ± 0.095NA ± NA
Navigate to Destination Test: Depth Vision1.315 ± 0.0751.1 ± NA
Navigate to Destination Test: Depth Vision + Haptic/Audio1.130 ± 0.0341.505 ± 0.245
Navigate to Destination Test: Haptic/Audio1.138 ± 0.0351.735 ± 0.205
Navigate to Destination Test: High Field-of-View Depth Vision1.196 ± 0.072NA ± NA
Statistical analysis
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · ANOVA · p = 0.30
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · ANOVA · p = <0.001
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = <0.01
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.01
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.93
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = <0.01
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
PrimaryObstacle Avoidance While Completing Navigational Tasks as Assessed by the Mean Number of Contacts With Obstacles Normalized by the Nominal Path Distance in Meters

Participants will be asked to complete the navigation tasks of crossing an obstacle field approximately 6 meters in length and navigating to a target destination located about 20 - 30 meters away. The number of contacts with obstacles encountered while completing each navigation task will be measured. To account for variability in the path distances of different trials, the number of contacts will be normalized by a reference (nominal) path distance in meters associated with the configuration of each trial. The mean normalized number of contacts with obstacles across all trials will be computed for each intervention.

Time frame:
Up to 7 minutes for each navigation task, on Day 1 or Day 2
Reported as:
Mean · number of contacts / meter
Obstacle Avoidance While Completing Navigational Tasks as Assessed by the Mean Number of Contacts With Obstacles Normalized by the Nominal Path Distance in Meters
number of contacts / meterEvaluation of Normally Sighted Participants Using a Simulated Visual ProsthesisEvaluation of Blind Participants Using the Argus II Retinal Prosthesis
Obstacle Field Test: Argus Vision0.737 ± 0.0600.523 ± 0.101
Obstacle Field Test: Depth Vision0.224 ± 0.0390.465 ± 0.058
Obstacle Field Test: Depth Vision + Haptic/Audio0.201 ± 0.0250.175 ± 0.101
Obstacle Field Test: Haptic/Audio0.250 ± 0.0350.116 ± 0.116
Obstacle Field Test: High Field-of-View Depth Vision0.090 ± 0.029NA ± NA
Navigate to Destination Test: Argus Vision0.407 ± 0.057NA ± NA
Navigate to Destination Test: Depth Vision0.257 ± 0.0550.297 ± NA
Navigate to Destination Test: Depth Vision + Haptic/Audio0.130 ± 0.0170.054 ± 0.013
Navigate to Destination Test: Haptic/Audio0.151 ± 0.0160.061 ± 0.006
Navigate to Destination Test: High Field-of-View Depth Vision0.162 ± 0.035NA ± NA
Statistical analysis
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · ANOVA · p = <0.001navigation system mode and test block as factors
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = <0.01within-participant, 2 sided t-test
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.037 (within-participant, 2 sided t-test)
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.34within-participant, 2 sided t-test
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.10within-participant, 2 sided t-test
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · ANOVA · p = <0.001
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = <0.01
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.67
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.23
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = <0.01
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis vs Evaluation of Blind Participants Using the Argus II Retinal Prosthesis ·
PrimarySuccess in Completing Navigational Tasks as Assessed by the Mean Percentage of Trials Where Participants Successfully Reached the Intended Destination

Participants will be asked to navigate to a target destination located about 20 - 30 meters away. We will measure success rate as the mean number of trials for which each participants successfully reached the intended destination divided by the total number of trials performed by that participant for each intervention.

Time frame:
Up to 7 minutes for each navigation task, on Day 1 or Day 2
Reported as:
Mean · percentage of trials
Success in Completing Navigational Tasks as Assessed by the Mean Percentage of Trials Where Participants Successfully Reached the Intended Destination
percentage of trialsEvaluation of Normally Sighted Participants Using a Simulated Visual ProsthesisEvaluation of Blind Participants Using the Argus II Retinal Prosthesis
Argus Vision50.0 ± 8.90 ± NA
Depth Vision65.7 ± 8.650 ± NA
Depth Vision + Haptic / Audio97.5 ± 2.5100 ± NA
Haptic / Audio92.5 ± 4.1100 ± NA
High Field of View Depth Vision72.5 ± 7.7100 ± NA
Statistical analysis
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · ANOVA · p = <0.001Single-factor test on navigation system mode
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.17
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = <0.01
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = 0.33
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · t-test, 2 sided · p = <0.01
PrimaryAccuracy of Relative Distance Judgments as Assessed by the Percentage of Correct Responses

Participants will be presented with two physical objects and asked to identify which of the objects is the nearer one after walking a controlled distance down a centerline oriented between the objects. We will measure accuracy as the percentage of correct responses (the total number of correct responses divided by the total number of trials times 100).

Time frame:
Up to 60 seconds for each discrimination task, on Day 1 or Day 2
Reported as:
Mean · percentage of correct responses
Accuracy of Relative Distance Judgments as Assessed by the Percentage of Correct Responses
percentage of correct responsesEvaluation of Normally Sighted Participants Using a Simulated Visual ProsthesisEvaluation of Blind Participants Using the Argus II Retinal Prosthesis
Low Resolution / Low Field-of-View62 ± 3.483 ± NA
Low Resolution / High Field-of-View72.2 ± 3.9NA ± NA
High Resolution / Low Field-of-View67.8 ± 4.4NA ± NA
High Resolution / High Field-of-View75.6 ± 2.9NA ± NA
Statistical analysis
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · ANOVA · p = 0.0232X2 within-participant test with factors of resolution and field-of-view
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · ANOVA · p = 0.0392X2 within-participant test with factors of resolution and field-of-view
  • Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis · ANOVA · p = .8012x2 within-participant test with factors of resolution and field-of-view

Adverse events

Collected over Up to 2 days. Non-serious events are listed at a 0% frequency threshold.

Adverse event summary by group
GroupDeathsSeriousOther
Evaluation of Normally Sighted Participants Using a Simulated Visual Prosthesis0/20 (0%)0/20 (0%)0/20 (0%)
Evaluation of Blind Participants Using the Argus II Retinal Prosthesis2/6 (33.3%)0/6 (0%)0/6 (0%)

Baseline characteristics

Age, Categorical
Age, Categorical(Participants)Evaluation of Normally Sighted Participants Using a Simulated Visual ProsthesisEvaluation of Blind Participants Using the Argus II Retinal ProsthesisTotal
<=18 years000
Between 18 and 65 years19221
>=65 years145
Sex: Female, Male
Sex: Female, Male(Participants)Evaluation of Normally Sighted Participants Using a Simulated Visual ProsthesisEvaluation of Blind Participants Using the Argus II Retinal ProsthesisTotal
Female628
Male14418
Ethnicity (NIH/OMB)
Ethnicity (NIH/OMB)(Participants)Evaluation of Normally Sighted Participants Using a Simulated Visual ProsthesisEvaluation of Blind Participants Using the Argus II Retinal ProsthesisTotal
Hispanic or Latino000
Not Hispanic or Latino12618
Unknown or Not Reported808
Race (NIH/OMB)
Race (NIH/OMB)(Participants)Evaluation of Normally Sighted Participants Using a Simulated Visual ProsthesisEvaluation of Blind Participants Using the Argus II Retinal ProsthesisTotal
American Indian or Alaska Native000
Asian303
Native Hawaiian or Other Pacific Islander000
Black or African American101
White9615
More than one race202
Unknown or Not Reported505
Region of Enrollment
Region of Enrollment(Participants)Evaluation of Normally Sighted Participants Using a Simulated Visual ProsthesisEvaluation of Blind Participants Using the Argus II Retinal ProsthesisTotal
United States20626
Vision Impairment
Vision Impairment(Participants)Evaluation of Normally Sighted Participants Using a Simulated Visual ProsthesisEvaluation of Blind Participants Using the Argus II Retinal ProsthesisTotal
Normal Vision20020
Blind having Argus II Implant066
08

Study locations

2 sites
  • Johns Hopkins Medicine - Wilmer Eye Institute
    Baltimore, Maryland 21205, United States
  • Johns Hopkins Applied Physics Laboratory
    Laurel, Maryland 20723, United States
09

References and documents

Study documents

PDFs hosted by the registry, ClinicalTrials.gov.

Individual participant data

Plan to share: No — Results from this study will be disseminated through conference presentations and peer-reviewed publications. However, IPD will not be shared outside the study team.

10

Timeline

Tracking since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reachedSimilar studies: half by the dot; the band is the middle halfHalf of similar studies reached it by the dot; the band is the middle half, from a quarter to three quarters

Ran from Mar 2021 to primary completion in Sep 2024, 42 months.

Results were first posted in Mar 2025, 5 months after primary completion.

Of 30 interventional studies with no phase under Retinitis Pigmentosa, half reached primary completion within 42 months of starting (the median), counting those still running; a quarter within 21 and three quarters within 154. This study's 42 months is close to that.

How these figures are worked out, and which studies are left out of them.

Registered
Apr 21, 2020
First posted
Apr 24, 2020
StartActual
Mar 16, 2021
Primary completionActual
Sep 30, 2024
CompletionActual
Sep 30, 2024
Results first posted
Mar 10, 2025
Last update
Mar 10, 2025
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
No changes since tracking began. The registry record was last updated on Mar 10, 2025, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
11

Registry details

Key details

Study ID
NCT04359108
Collaborators
Carnegie Mellon University, National Eye Institute (NEI)
Responsible party
Sponsor
First posted
Apr 24, 2020
Start date
Mar 16, 2021
Primary completion
Sep 30, 2024
Completion
Sep 30, 2024
Results posted
Mar 10, 2025
Last update
Mar 10, 2025

Study contacts

Seth Billings, Ph.D.
principal investigator · Johns Hopkins University

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
Yes
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is completed, as verified in Feb 2025. You cannot join it, but the record below documents what was studied.

Follow this study

Get an email when the registry record changes — status, dates, results — or when someone posts here.

Sign in to follow

Discussion

Questions and observations about this study, from anyone following it. Not medical advice, and not a channel to the study team — their contact details are on the registry record.

Sign in to join the discussion. Reading takes no account; posting does. You choose a display name, and a pseudonym is the default.

Nothing here yet. If you are running this trial, taking part in it, or weighing whether to, this is the place to say so.

Start the discussion