论文标题
要量化艺术图像中的歧义
Toward Quantifying Ambiguities in Artistic Images
论文作者
论文摘要
长期以来，人们一直认为，感知歧义在审美体验中起着重要的作用：与某些歧义的作品使观众不止一种，而不是一个观众。但是，当前用于测试该理论的框架受刺激和数据收集方法的可用性的限制。本文提出了一种测量图像集合的感知歧义的方法。在观看时间不同之后，要求人群工人描述图像内容。使用Artbreeder网站使用使用生成对抗网络创建的图像进行实验。我们表明，查看者响应的文本处理可以提供一种衡量和描述图像歧义的精细方法。
It has long been hypothesized that perceptual ambiguities play an important role in aesthetic experience: a work with some ambiguity engages a viewer more than one that does not. However, current frameworks for testing this theory are limited by the availability of stimuli and data collection methods. This paper presents an approach to measuring the perceptual ambiguity of a collection of images. Crowdworkers are asked to describe image content, after different viewing durations. Experiments are performed using images created with Generative Adversarial Networks, using the Artbreeder website. We show that text processing of viewer responses can provide a fine-grained way to measure and describe image ambiguities.
