Fashion Evaluation Method for Clothing Recommendation Based on Weak Appearance Feature
Joint Authors
Fang, Zhijun
Shi, Yunyu
Liu, Xiang
Zhang, Yan
Guo, Yunqi
Xu, Chaoqun
Zhang, Erwen
Tang, Jiaxun
Source
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-10-01
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
With the rapid rising of living standard, people gradually developed higher shopping enthusiasm and increasing demand for garment.
Nowadays, an increasing number of people pursue fashion.
However, facing too many types of garment, consumers need to try them on repeatedly, which is somewhat time- and energy-consuming.
Besides, it is difficult for merchants to master the real-time demand of consumers.
Herein, there is not enough cohesiveness between consumer information and merchants.
Thus, a novel fashion evaluation method on the basis of the appearance weak feature is proposed in this paper.
First of all, image database is established and three aspects of appearance weak feature are put forward to characterize the fashion level.
Furthermore, the appearance weak features are extracted according to the characters’ facial feature localization method.
Last but not least, consumers’ fashion level can be classified through support vector product, and the classification is verified with the hierarchical analysis method.
The experimental results show that consumers’ fashion level can be accurately described based on the indexes of appearance weak feature and the approach has higher application value for the clothing recommendation system.
American Psychological Association (APA)
Zhang, Yan& Liu, Xiang& Shi, Yunyu& Guo, Yunqi& Xu, Chaoqun& Zhang, Erwen…[et al.]. 2017. Fashion Evaluation Method for Clothing Recommendation Based on Weak Appearance Feature. Scientific Programming،Vol. 2017, no. 2017, pp.1-12.
https://search.emarefa.net/detail/BIM-1203474
Modern Language Association (MLA)
Zhang, Yan…[et al.]. Fashion Evaluation Method for Clothing Recommendation Based on Weak Appearance Feature. Scientific Programming No. 2017 (2017), pp.1-12.
https://search.emarefa.net/detail/BIM-1203474
American Medical Association (AMA)
Zhang, Yan& Liu, Xiang& Shi, Yunyu& Guo, Yunqi& Xu, Chaoqun& Zhang, Erwen…[et al.]. Fashion Evaluation Method for Clothing Recommendation Based on Weak Appearance Feature. Scientific Programming. 2017. Vol. 2017, no. 2017, pp.1-12.
https://search.emarefa.net/detail/BIM-1203474
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1203474