Title :
Dynamic image pre-compensation for computer access by individuals with ocular aberrations
Author :
Jian Huang ; Barreto, Ana ; Adjouadi, Malek
Author_Institution :
Dept. of Electr. & Comput. Eng., Florida Int. Univ., Miami, FL, USA
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
Several image enhancement methods have been successfully used to improve the visual perception of patients with eye diseases, such as Age-related Macular Degeneration and Cataracts, on images displayed on TV and computers. However, few developments aim to enhance the visual performance of computer users with general ocular aberrations. This paper proposes an image enhancement approach based on dynamic pre-compensation for improving the visual performance of subjects with ocular aberrations, while interacting with computers. The degradation caused by ocular aberrations is counteracted through the pre-compensation performed on images displayed on the computer screen. As the ocular aberration initially measured as a priori information is related with a specific pupil size, real-time pupil size data are collected to recalculate and update the pre-compensation to match the corresponding aberrations. An icon recognition experiment, involving human subjects, was designed and implemented to evaluate the performance of the proposed method. The experimental results show that the proposed method significantly increased the number of icons correctly recognized, which confirmed that the dynamic pre-compensation is effective in improving the visual performance of computer users with ocular aberrations.
Keywords :
aberrations; diseases; eye; graphical user interfaces; image enhancement; image recognition; medical image processing; visual perception; computer access; computer screen; computer users; dynamic image precompensation; eye diseases; icon recognition experiment; image enhancement method; ocular aberrations; pupil size data; visual perception; visual performance; Adaptive optics; Computers; Humans; Image enhancement; Optimized production technology; System-on-a-chip; Visualization; Adult; Computer Graphics; Eye Abnormalities; Female; Humans; Image Enhancement; Male; Young Adult;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346675