Title :
A salient information processing system for bionic eye with application to obstacle avoidance
Author :
Stacey, Ashley ; Li, Yi ; Barnes, Nick
Author_Institution :
Coll. of Eng. & Comput. Sci., Australian Nat. Univ., Canberra, ACT, Australia
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
In this paper we present a visual processing system for bionic eye with a focus on obstacle avoidance. Bionic eye aims at restoring the sense of vision to people living with blindness and low vision. However, current hardware implant technology limits the image resolution of the electrical stimulation device to be very low (e.g., 100 electrode arrays, which is approx. 12 × 9 pixels). Therefore, we need a visual processing unit that extracts salient information in an unknown environment for assisting patients in daily tasks such as obstacle avoidance. We implemented a fully portable system that includes a camera for capturing videos, a laptop for processing information using a state-of-the-art saliency detection algorithm, and a head-mounted display to visualize results. The experimental environment consists of a number of objects, such as shoes, boxes, and foot stands, on a textured ground plane. Our results show that the system efficiently processes the images, effectively identifies the obstacles, and eventually provides useful information for obstacle avoidance.
Keywords :
biocybernetics; brain-computer interfaces; collision avoidance; handicapped aids; image processing; image processing equipment; medical computing; prosthetics; vision defects; bionic eye; blindness; hardware implant technology; head mounted display; low vision patients; obstacle avoidance; portable system; saliency detection algorithm; salient information processing system; vision restoration; visual processing system; visual processing unit; Australia; Cameras; Humans; Image resolution; Implants; Videos; Visualization; Algorithms; Equipment Failure Analysis; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Information Storage and Retrieval; Pattern Recognition, Automated; Prosthesis Design; Reproducibility of Results; Sensitivity and Specificity; User-Computer Interface; Video Recording; Visual Prosthesis;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091267