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视觉图像缩放效果评价心理感知模型设计

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当前视觉图像缩放效果评价模型仅采用硬性评价指标,缺少对模糊参数评价的灵活性,存在敏感性低、评价结果主客观一致性差和评价代价高的问题,故设计视觉图像缩放效果评价的心理感知模型.通过提取图像底层亮度、颜色及方向等视觉感知特征完成特征采集;再通过视觉图像缩放评价参数分析计算质量参数和变形度参数,得出缩放视觉图像的形变量和变形区域,利用特征和相关参数构建心理感知模型,以实现视觉图像缩放效果评价.该实验结果表明,设计模型评价代价较低、敏感性较高、评价结果的主观一致性较好.
Design of psychological perception model for evaluating visual image zooming effect
The current visual image zooming effect evaluation models only uses rigid evaluation indicators,lacking the flexibility of fuzzy parameter evaluation,and it also has the problems of low sensitivity,poor subjective and objective consistency of evaluation results,and high evaluation cost.Therefore,a psycholog-ical perception model for visual image zooming effect evaluation is designed.The feature acquisition is com-pleted by extracting the visual perception features such as the brightness,color and direction of the image bottom layer.Then,the quality parameters and deformation parameters are calculated through the analysis of visual image zooming evaluation parameters,and the shape variables and deformation areas of the scaled visual image are obtained.The psychological perception evaluation model is constructed using features and related parameters to achieve the evaluation of visual image zooming effect.The experiment results show that the proposed method has lower evaluation cost,higher sensitivity and better subjective consistency of evalu-ation results.

psychological perceptionvisual image zoomingmodel constructionimage evaluationleast squares method

余玲

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咸阳职业技术学院,陕西咸阳 712000

心理感知 视觉图像缩放 模型构建 图像评价 最小二乘法

陕西省自然科学基金

13JK2104

2024

信息技术
黑龙江省信息技术学会 中国电子信息产业发展研究院 中国信息产业部电子信息中心

信息技术

CSTPCD
影响因子:0.413
ISSN:1009-2552
年,卷(期):2024.(9)