描述木地板产品外观的图像特征的推导及其与人类观察者评价的印象的对应性的验证

Masashi Nakamura, Akane Saito, Naoki Okada
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引用次数: 1

摘要

木地板制造商追求增强其产品的木感。然而,要对各种处理方法的效果进行数值评估,以改善木材的感觉是非常困难的。本研究旨在开发一种新的评估技术,客观地描述木地板的外观,通过某些图像特征来产生类似木材的感觉。收集了47种地板产品。它们的表面以不同的照明方位角照射,并捕获表面的高分辨率图像。对地表图像进行多分辨率对比分析和相关分析。从这些图像分析中得出了“微观可见性”、“宏观可见性”、“对比度各向异性”和“光泽度偏移”四个图像特征,这些特征与地板产品的反射率特性相吻合。另外准备了20种地板产品,由24名普通消费者进行感官评价。多元回归分析表明,对20种地板产品计算的图像特征很好地解释了感官评价的结果。
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Derivation of Image Characteristics to Describe the Appearance of Wood Flooring Products and Verification of Their Correspondence to Impressions Evaluated by Human Observers
Manufacturers of wood flooring products pursue enhancement of a wood-like feeling of their products. However, to numerically evaluate the effect of various treatments to improve the wood-like feeling has been very difficult. This study aims to develop a novel evaluation technique which objectively describes appearances of wood floorings which contribute to a wood-like feeling by certain image characteristics. Forty-seven flooring products were collected. Their surfaces were illuminated at various lighting azimuths, and high-resolution images of the surfaces were captured. The surface images were subjected to multi-resolution contrast analysis and correlation analysis. Four image characteristics of “micro visibility”, “macro visibility”, “contrast anisotropy”, and “gloss shift” were derived from these image analyses, which corresponded well with the reflectance properties of the flooring products. Additional 20 flooring products were prepared for sensory evaluation by 24 ordinary consumers. Multiple regression analysis revealed that the image characteristics computed for the 20 flooring products explained the results of sensory evaluation well.
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