Simulating Vision through Retinal Prothesis

From Psych 221 Image Systems Engineering
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Group Members: Alex Martinez

Back to Psych 221 Projects 2014


Introduction

The basic description of our project is as follows:

What Has Been Done in the Past

Describe past prothesis simulations

What We Intend to Do

Develop a Simulation that incorporates computer vision, such a facial recognition, in enhancing what information is sent to the patient.

Background

Methods

Results

Conclusions and Future Work

References - Resources and related work

References

[1] "Project Xense Retinal Implant Simulation" etc.cmu.edu. Carnegie Mellon University, 2012. Web. 14 Mar 2014. <http://www.etc.cmu.edu/projects/tatrc>.

[2] "Photo to colored dot patterns with OpenCV" opencv-code.com OpenCV Code, Feb 13, 2013. Web. 3 Mar 2014 <https://opencv-code.com/tutorials/photo-to-colored-dot-patterns-with-opencv>.

[3] "Introduction to OpenCV" opencv-python-tutroals.readthedocs.org. OpenCV-Python Tutorials, 18 Feb 2014. Web. 15 Mar 2014. <http://opencv-python-tutroals.readthedocs.org/en/latest/py_tutorials/py_setup/py_table_of_contents_setup/py_table_of_contents_setup.html>

[4] Brian A. Wandell, Foundations of Vision, Chapter 9. https://www.stanford.edu/group/vista/cgi-bin/FOV/chapter-9-color/#Linear_Models


Software

Image Systems Engineering Toolbox http://imageval.com/

Python OpenCV http://http://opencv.org/

Appendix I - Code and Data

In the belief that the techniques used may be illustrated best by example, the Python code used to perform the image processing is available below.

Code

All code was written in Python 2.7.5 for Mac OSX, Mavericks. External dependencies include the OpenCV and NumPy

File:SimulatedVision.zip

Presentation

This project was given as a 5-minute presentation to the PSYCH221 Winter 2013 class at Stanford. The presentation files used are linked below.

5min PDF Presentation File