MPEG-based image enhancement for the visually impaired

被引:17
作者
Kim, J
Vora, A
Peli, E
机构
[1] Harvard Univ, Sch Med, Schepens Eye Res Inst, Boston, MA 02114 USA
[2] Shinheung Coll, Dept Elect Commun, Uijeongbu City 480701, Gyeonggi Do, South Korea
基金
美国国家卫生研究院;
关键词
television enhancement; MPEG decoding; spatial frequency; visual acuity; central field loss; motion compensation;
D O I
10.1117/1.1723493
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
An MPEG-based image contrast enhancement algorithm for people with low vision is presented. Contrast enhancement is achieved by modifying the inter- and intra-quantization matrices in the MPEG decoder during the decompression stage. The algorithm has low computational complexity and does not affect the MPEG compressibility of the original image. We propose an enhancement filter based on the visual characteristics of low-vision patients, and report the results of preference experiments with 24 visually impaired subjects. Subjects favored low to moderate levels of enhancement for two of the tested video sequences, but favored only low levels of enhancement and rejected higher enhancement for two other sequences that had fast motion. (C) 2004 Society of Photo-Optical Instrumentation Engineers.
引用
收藏
页码:1318 / 1328
页数:11
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