Bramão Inês, Reis Alexandra, Petersson Karl Magnus, Faísca Luís
Cognitive Neuroscience Research Group, Institute of Biotechnology & Bioengineering/CBME, Universidade do Algarve, Faro, Portugal.
Acta Psychol (Amst). 2011 Sep;138(1):244-53. doi: 10.1016/j.actpsy.2011.06.010. Epub 2011 Jul 31.
In this study, we systematically review the scientific literature on the effect of color on object recognition. Thirty-five independent experiments, comprising 1535 participants, were included in a meta-analysis. We found a moderate effect of color on object recognition (d=0.28). Specific effects of moderator variables were analyzed and we found that color diagnosticity is the factor with the greatest moderator effect on the influence of color in object recognition; studies using color diagnostic objects showed a significant color effect (d=0.43), whereas a marginal color effect was found in studies that used non-color diagnostic objects (d=0.18). The present study did not permit the drawing of specific conclusions about the moderator effect of the object recognition task; while the meta-analytic review showed that color information improves object recognition mainly in studies using naming tasks (d=0.36), the literature review revealed a large body of evidence showing positive effects of color information on object recognition in studies using a large variety of visual recognition tasks. We also found that color is important for the ability to recognize artifacts and natural objects, to recognize objects presented as types (line-drawings) or as tokens (photographs), and to recognize objects that are presented without surface details, such as texture or shadow. Taken together, the results of the meta-analysis strongly support the contention that color plays a role in object recognition. This suggests that the role of color should be taken into account in models of visual object recognition.
在本研究中,我们系统回顾了关于颜色对物体识别影响的科学文献。一项荟萃分析纳入了35项独立实验,涉及1535名参与者。我们发现颜色对物体识别有中等程度的影响(d = 0.28)。我们分析了调节变量的具体影响,发现颜色诊断性是对颜色在物体识别中影响具有最大调节作用的因素;使用颜色诊断性物体的研究显示出显著的颜色效应(d = 0.43),而在使用非颜色诊断性物体的研究中发现了边缘颜色效应(d = 0.18)。本研究无法就物体识别任务的调节作用得出具体结论;虽然荟萃分析综述表明,颜色信息主要在使用命名任务的研究中改善物体识别(d = 0.36),但文献综述揭示了大量证据表明,在使用各种视觉识别任务的研究中,颜色信息对物体识别有积极影响。我们还发现,颜色对于识别人工制品和自然物体、识别以类型(线条图)或实例(照片)呈现的物体以及识别没有表面细节(如纹理或阴影)呈现的物体的能力很重要。综合来看,荟萃分析的结果有力地支持了颜色在物体识别中起作用这一论点。这表明在视觉物体识别模型中应考虑颜色的作用。