High Tech Aids Low Vision: A Review of Image Processing for the Visually Impaired

被引:36
作者
Moshtael, Howard [1 ]
Aslam, Tariq [2 ,3 ,4 ]
Underwood, Ian [5 ]
Dhillon, Baljean [6 ]
机构
[1] Heriot Watt Univ, EPSRC Ctr Doctoral Training Appl Photon, Edinburgh, Midlothian, Scotland
[2] Univ Manchester, Fac Med & Human Sci, Inst Human Dev, Manchester, Lancs, England
[3] Heriot Watt Univ, Vis Sci & Interface Technol, Edinburgh, Midlothian, Scotland
[4] Cent Manchester Univ Hosp NHS Fdn Trust, Manchester Royal Eye Hosp, Manchester Acad Hlth Sci Ctr, Manchester, Lancs, England
[5] Univ Edinburgh, Sch Engn, Edinburgh, Midlothian, Scotland
[6] Univ Edinburgh, Sch Clin Sci, Edinburgh, Midlothian, Scotland
来源
TRANSLATIONAL VISION SCIENCE & TECHNOLOGY | 2015年 / 4卷 / 04期
基金
英国工程与自然科学研究理事会;
关键词
image enhancement; image processing; sensory aid; low vision; visually impaired persons; READING PERFORMANCE; CONTRAST ENHANCEMENT; CONTOUR ENHANCEMENT; DIGITAL ENHANCEMENT; OPTOELECTRONIC AID; PEOPLE; RECOGNITION; TELEVISION; FILTERS; SEARCH;
D O I
10.1167/tvst.4.4.6
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
Recent advances in digital image processing provide promising methods for maximizing the residual vision of the visually impaired. This paper seeks to introduce this field to the readership and describe its current state as found in the literature. A systematic search revealed 37 studies that measure the value of image processing techniques for subjects with low vision. The techniques used are categorized according to their effect and the principal findings are summarized. The majority of participants preferred enhanced images over the original for a wide range of enhancement types. Adapting the contrast and spatial frequency content often improved performance at object recognition and reading speed, as did techniques that attenuate the image background and a technique that induced jitter. A lack of consistency in preference and performance measures was found, as well as a lack of independent studies. Nevertheless, the promising results should encourage further research in order to allow their widespread use in low-vision aids.
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页数:10
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