Improving face identity perception in age-related macular degeneration via caricaturing

被引:13
作者
Lane, Jo [1 ,2 ]
Rohan, Emilie M. F. [3 ]
Sabeti, Faran [3 ,9 ]
Essex, Rohan W. [4 ]
Maddess, Ted [3 ]
Barnes, Nick [5 ,6 ]
He, Xuming [7 ]
Robbins, Rachel A. [8 ]
Gradden, Tamara [8 ]
McKone, Elinor [1 ,2 ]
机构
[1] Australian Natl Univ, Res Sch Psychol, Canberra, ACT, Australia
[2] Australian Natl Univ, ARC Ctr Excellence Cognit & Its Disorders, Canberra, ACT, Australia
[3] Australian Natl Univ, JCSMR, Canberra, ACT, Australia
[4] Australian Natl Univ, Acad Unit Ophthalmol, Canberra, ACT, Australia
[5] Australian Natl Univ, Res Sch Engn, Canberra, ACT, Australia
[6] CSIRO, Data61, Canberra, ACT, Australia
[7] ShanghaiTech Univ, Sch Informat Sci & Technol, Shanghai, Peoples R China
[8] Australian Natl Univ, Res Sch Psychol, Canberra, ACT, Australia
[9] Univ Canberra, Discipline Optometry & Vis Sci, Bruce, ACT, Australia
来源
SCIENTIFIC REPORTS | 2018年 / 8卷
基金
澳大利亚国家健康与医学研究理事会; 澳大利亚研究理事会; 英国医学研究理事会;
关键词
IMAGE-ENHANCEMENT; RECOGNITION; VISION; SPACE; DISTINCTIVENESS; IDENTIFICATION; REPRESENTATION; PROSOPAGNOSIA; PERFORMANCE;
D O I
10.1038/s41598-018-33543-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Patients with age-related macular degeneration (AMD) have difficulty recognising people's faces. We tested whether this could be improved using caricaturing: an image enhancement procedure derived from cortical coding in a perceptual lace-space'. Caricaturing exaggerates the distinctive ways in which an individual's face shape differs from the average. We tested 19 AMD-affected eyes (from 12 patients; ages 66-93 years) monocularly, selected to cover the full range of vision loss. Patients rated how different in identity people's faces appeared when compared in pairs (e.g., two young men, both Caucasian), at four caricature strengths (0, 20, 40, 60% exaggeration). This task gives data reliable enough to analyse statistically at the individual-eye level. All 9 eyes with mild vision loss (acuity >= 6/18) showed significant improvement in identity discrimination (higher dissimilarity ratings) with caricaturing. The size of improvement matched that in normal-vision young adults. The caricature benefit became less stable as visual acuity further decreased, but caricaturing was still effective in half the eyes with moderate and severe vision loss (significant improvement in 5 of 10 eyes; at acuities from 6/24 to poorer than <6/360). We conclude caricaturing has the potential to help many AMD patients recognise faces.
引用
收藏
页数:10
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