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Microcomputer-based artificial vision support system for real-time image processing for camera-driven visual prostheses

机译:基于微机的人工视觉支持系统,用于相机驱动的视觉假体的实时图像处理

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摘要

It is difficult to predict exactly what blind subjects with\udcamera-driven visual prostheses (e.g., retinal implants) can perceive.\udThus, it is prudent to offer them a wide variety of image processing\udfilters and the capability to engage these filters repeatedly in any userdefined\udorder to enhance their visual perception. To attain true portability,\udwe employ a commercial off-the-shelf battery-powered general\udpurpose Linux microprocessor platform to create the\udmicrocomputer-based artificial vision support system (µAVS^2) for\udreal-time image processing. Truly standalone, µAVS^2 is smaller than a\uddeck of playing cards, lightweight, fast, and equipped with USB, RS-\ud232 and Ethernet interfaces. Image processing filters on µAVS^2 operate\udin a user-defined linear sequential-loop fashion, resulting in vastly\udreduced memory and CPU requirements during execution. µAVS^2\udimports raw video frames from a USB or IP camera, performs image\udprocessing, and issues the processed data over an outbound Internet\udTCP/IP or RS-232 connection to the visual prosthesis system. Hence,\udµAVS^2 affords users of current and future visual prostheses independent\udmobility and the capability to customize the visual perception\udgenerated. Additionally, µAVS^2 can easily be reconfigured for other\udprosthetic systems. Testing of µAVS^2 with actual retinal implant carriers\udis envisioned in the near future.
机译:很难准确预测具有\ udcamera驱动的视觉假体(例如,视网膜植入物)的盲人可以感知到的事物。\ ud因此,谨慎地为他们提供各种各样的图像处理\ udfilters和重复使用这些滤镜的能力是谨慎的以任何用户定义的\乱序来增强其视觉感知。为了实现真正的可移植性,我们采用了商用的电池供电的通用\通用Linux微处理器平台来创建基于\ udmicrocomputer的人工视觉支持系统(µAVS ^ 2)来进行\ udreal实时图像处理。 µAVS ^ 2真正独立,比扑克牌的小巧,轻便,快速,并配有USB,RS- \ ud232和以太网接口。 µAVS ^ 2上的图像处理过滤器以用户定义的线性顺序循环方式运行,从而大大降低了执行期间的内存和CPU需求。 µAVS ^ 2 \ ud从USB或IP摄像机导入原始视频帧,执行图像\ udprocessing,并通过出站Internet \ udTCP / IP或RS-232连接到视觉假体系统发布处理后的数据。因此,\ udµAVS ^ 2为当前和将来的视觉假体使用者提供了独立的\动感性,并能够定制\\生成的视觉感受。此外,µAVS ^ 2可以轻松地重新配置为其他\ udprosthetic系统。可以在不久的将来用实际的视网膜植入物载体测试µAVS ^ 2。

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