集成隐马尔可夫模型的视觉传达符号设计

Xu Xingguo
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引用次数: 0

摘要

本文提出了一种视觉传达符号与图形的设计方法,将图形设计中的符号定义为四个维度,包括语音、语言使用、语境和语义,是为了进一步研究视觉传达符号与图形设计的模式识别。根据设计符号学原理,在认知与整合方面,对视觉传达符号设计与用户研究进行了创新,构建了新的闭环符号理论模型。本文研究了隐马尔可夫视觉传达符号的符号平面设计过程。以符号图代数理论为基础,基于隐马尔可夫模型,提出了视觉传达符号的表示模型。同时,利用快速生成网络技术实现图形效果,并建立了计算机原型系统idas1.0,在Windows 7平台上实现辅助符号图形的设计过程。建立设计知识库,获取专家设计的符号学评价,提高符号图形的设计效率和认知效率。验证了基于隐马尔可夫模型的视觉传达符号图形设计理论体系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of Visual Communication Symbols for Integration Hidden Markov Model
This paper presents a design method of visual communication symbols and graphics, symbols of graphic design is defined as four dimensions, including speech, language use, context and semantics, is for the further research of visual communication symbol with the pattern recognition of graphic design. According to the principle of design semiotics, in the aspect of cognition and integration, the design of visual communication symbol and user research are innovated, and a new theoretical model of closed loop symbol is constructed. This paper studies the process of symbolic graphic design of the hidden Markov visual communication symbol. Based on the theory of symbolic graph algebra, based on the hidden Markov model, the representation model of visual communication symbol is put forward. At the same time, the graphic effect is realized by using the fast generating network technology, and a computer prototype system idas1.0 is established to realize the design process of the auxiliary symbol graphics on Windows 7 platform. It establishes a design knowledge base to obtain the semiotic evaluation of expert design to improve the design and cognitive efficiency of symbol graphics. The theoretical system of visual communication symbol graphic design based on hidden markov model is verified.
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