In this paper, Kansei Engineering is introduced into garment design to establish a research platform. The core of Kansei Engineering is to translate abstract semantic demands of garment into detailed design elements. It is suggestive and helpful for designers and customers to understand the quantified relationship between them two. In this study，27 representative stripe-pattern knitted garments and 7 word-pairs were selected as samples and appraisal words. The questionnaires were distributed to 132 college students of Soochow University and then the data results were analyzed by using statistical software SPSS 13.0. From analysis, some conclusions were drawn as follows: Personality and appearance factor were the two main Kansei factors; and the relationships between the design factors of stripe-pattern knitted garment and the customers’ sensory psychology were presented directly through quadrant analysis.