Abstract Data-driven design (D 3), a new design paradigm benefited from advanced data
analytics and computational intelligence, has gradually promoted the research of data …

In this paper, we present a review of the recent work in deep learning methods for user
interface design. The survey encompasses well known deep learning techniques (deep …

In graphic design, layout is a result of the interaction between the design elements in the
foreground and background images. However, prevalent research focuses on enhancing …

To improve their adaptability to various kinds of driving situations, deep learning-based
vision algorithms need images from rare scenes, such as extreme weather conditions and …

This study aims to examine design students' intention towards using Artificial Intelligence-
aided Design Tools (AIDTs). An extended model is developed by combining the affective …

Product style is an essential factor in product development and product family design that
has the potential to bring significant benefits. With advancements in artificial intelligence and …

Graphic layout is essential in poster generation. Professionals often need to design different
layouts for a product image, to ensure they meet specific user requirements. This paper …

随着人工智能, 生物测量技术的发展, 产品风格认知和智能生成方式不断衍化,
风格研究在产品设计开发, 用户研究和产品族设计中发挥着巨大作用, 而当前对风格研究的演进 …

Image advertising is widely used by companies to advertise their products and increase
awareness of their brands. With the constant development of image generation techniques …

在传统报纸印刷行业中, 设计人员需要根据设计规则进行人工排版, 其排版过程造价成本较高且
耗时耗力. 为提高排版效率, 研究提出一种基于历史优秀版面的样式自动生成与微调方法 …