Mapping functions between image features and KANSEI and its application to KANSEI based clothing fabric image retrieval

نویسندگان

  • Shota Sobue
  • Xinyin Huang
  • Yen-Wei Chen
چکیده

KANSEI is a Japanese term which means psychological feeling or image of a product. KANSEI engineering refers to the translation of consumers' psychological feeling about a product into perceptual design elements. Recently several researches have been done for image indexing or image retrieval based on KANSEI factors. In this paper, we propose a new technique for clothing fabric image retrieval based on KANSEI (impressions). We first learn the mapping function between the fabric image features and the KANSEI and then the images in the database are projected into the KANSEI space (psychological space). The retrival is done in the psychological space by comparing the querry impression with the projection of the images in database.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Development of an Intelligent Fabric Retrieval System using Com- puter-Based Kansei Algorithm

The objective of this research is to develop an intelligent fabric retrieval system using computer-based Kansei algorithms to assist fashion designers in designing costume textiles, as well as to help consumers find their preferred textile samples quickly and efficiently. The fabric retrieval system, based on human psychological Kansei and perception, can stimulate and increase the creativity o...

متن کامل

An Interactive System Based on Kansei Engineering to Support Clothing Design Process

Kansei Engineering was regarded as a technology to "translate a customer's feeling of the product to the design elements." In this study an interactive system was constructed on the base of Kansei Engineering to support clothing design process. As a core content and foundation, knowledge base is developed by varied methods such as Kansei engineering method and analytic hierarchy process. When t...

متن کامل

Indexing natural images for retrieval based on Kansei factors

Current image indexing methods are based on measures of visual content. However, this approach provides only a partial solution to the image retrieval problem. For example, an artist might want to retrieve an image (for use in an advertising campaign) that evokes a particular “feeling” in the viewer. One technique for measuring evoked feelings, which originated in Japan, indexes images based on...

متن کامل

The Psychological Space of Common Media Impressions Held in a Media Database Retrieval System

| We discuss arti cial computerbased KANSEI and its application in a media database retrieval system. In our threestep approach, we rst design a psychological space in which human impressions of images, movies, or music are expressed as coordinates. Second, we determine the mapping relationship between the psychological space and physical media features. And third, we retrieve media from the da...

متن کامل

Application of Support Vector Machine Model based on Particle Swarm Optimization for the Evaluation of Products’ Kansei Image

With the development of science and technology and ever complicating process of design objects, scientific methods are needed for the evaluation of products’ Kansei image. This present quantitative experiment proposed a SVM model based on PSO for the evaluation of Kansei image as reflected in the Computer numerical control (CNC) machine. For the first place, we obtained the average scores of Ka...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2008