木材材料的感知尺寸木材的感知尺寸
Jirí Filip1,2, Jirí Lukavský3,4, Filip Dechterenko3,5
1The Czech Academy of Sciences, Institute of Information Theory and Automation, Prague, Czech Republic.
Journal of vision
|May 24, 2024
概括
研究人员开发了一个"视觉指纹"来量化木材板的外观. 这种数据驱动的方法识别了关键的感知维度,改善了各种应用的材料表征.
科学领域:
- 感知科学是一种感知科学.
- 计算机图形 计算机图形
- 材料科学是一种材料科学.
背景情况:
- 材料外观的表征对于研究和工业至关重要.
- 现有的方法往往产生高维数据,与人类知觉的联系很差.
- 了解对物质外观的主观感知是一个重大挑战.
研究的目的:
- 开发一种以数据为导向的方法来描述被感知到的物质外观.
- 为了创建木样本的"视觉指纹".
- 识别和量化物质外观的感知维度.
主要方法:
- 收集了30个木样本的外观数据.
- 在两个在线实验中利用众筹参与者.
- 雇佣了相似性判断和外观特征的评分.
- 使用多维特征向量方法分析数据.
主要成果:
- 在实验中建立了对木材板样本的一致嵌入.
- 确定了九个感知维度,包括粗度,方向性和空间尺度.
- 证明11图像统计可以有效地预测感知维度.
结论:
- "视觉指纹"提供了一种可靠的方法来量化物质外观.
- 识别的感知维度为主观视觉体验提供了洞察力.
- 这种方法弥合了客观物质特性和主观感知之间的差距.
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