A reconfigurable real-time morphological system for augmented vision

被引:17
|
作者
Gibson, Ryan M. [1 ]
Ahmadinia, Ali [1 ]
McMeekin, Scott G. [1 ]
Strang, Niall C. [2 ]
Morison, Gordon [1 ]
机构
[1] Glasgow Caledonian Univ, Sch Engn & Built Environm, Glasgow G4 0BA, Lanark, Scotland
[2] Glasgow Caledonian Univ, Sch Hlth & Life Sci, Glasgow G4 0BA, Lanark, Scotland
来源
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING | 2013年
关键词
Augmented vision; Visually impaired; Reconfigurable morphological gradient; FPGA realisation; ENHANCEMENT ALGORITHMS; VISUAL-SEARCH; PERFORMANCE; ARCHITECTURE; TELEVISION; DEVICE; PEOPLE;
D O I
10.1186/1687-6180-2013-134
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
There is a significant number of visually impaired individuals who suffer sensitivity loss to high spatial frequencies, for whom current optical devices are limited in degree of visual aid and practical application. Digital image and video processing offers a variety of effective visual enhancement methods that can be utilised to obtain a practical augmented vision head-mounted display device. The high spatial frequencies of an image can be extracted by edge detection techniques and overlaid on top of the original image to improve visual perception among the visually impaired. Augmented visual aid devices require highly user-customisable algorithm designs for subjective configuration per task, where current digital image processing visual aids offer very little user-configurable options. This paper presents a highly user-reconfigurable morphological edge enhancement system on field-programmable gate array, where the morphological, internal and external edge gradients can be selected from the presented architecture with specified edge thickness and magnitude. In addition, the morphology architecture supports reconfigurable shape structuring elements and configurable morphological operations. The proposed morphology-based visual enhancement system introduces a high degree of user flexibility in addition to meeting real-time constraints capable of obtaining 93 fps for high-definition image resolution.
引用
收藏
页数:13
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