Image enhancement in the JPEG domain for people with vision impairment

被引:62
作者
Tang, J
Kim, J
Peli, E
机构
[1] Harvard Univ, Sch Med, Schepens Eye Res Inst, Boston, MA 02114 USA
[2] Univ Virginia, Dept Elect & Comp Engn, Virginia Image & Video Proc, Charlottesville, VA USA
关键词
DCT; DCT filtering; image enhancement; JPEG; quantization table; television; vision impairment;
D O I
10.1109/TBME.2004.834264
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
An image enhancement algorithm for low-vision patients was developed for images compressed using the JPEG standard. The proposed algorithm enhances the images in the discrete cosine transform domain by weighting the quantization table in the decoder. Our specific implementation increases the contrast at all bands of frequencies by an equal factor. The enhancement algorithm has four advantages: 1) low computational cost; 2) suitability for real-time application; 3) ease of adjustment by end-users (for example, adjusting a single parameter); and 4) less severe block artifacts as compared with conventional (post compression) enhancements. Experiments with visually impaired patients show improved perceived image quality at moderate levels of enhancement but rejection of artifacts caused by higher levels of enhancement.
引用
收藏
页码:2013 / 2023
页数:11
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