[1]任永亮,毋 涛,李 科.基于人体特征结合专家系统的西装推荐策略[J].计算机技术与发展,2022,32(05):165-170.[doi:10. 3969 / j. issn. 1673-629X. 2022. 05. 028]
　REN Yong-liang,WU Tao,LI Ke.Suit Recommendation Based on Human Features and Expert System[J].,2022,32(05):165-170.[doi:10. 3969 / j. issn. 1673-629X. 2022. 05. 028]
点击复制

基于人体特征结合专家系统的西装推荐策略()
分享到：

《计算机技术与发展》[ISSN:1006-6977/CN:61-1281/TN]

卷:
32
期数:
2022年05期
页码:
165-170
栏目:
应用前沿与综合
出版日期:
2022-05-10

文章信息/Info

Title:
Suit Recommendation Based on Human Features and Expert System
文章编号:
1673-629X(2022)05--0164-07
作者:
任永亮; 毋 涛; 李 科
西安工程大学 计算机科学学院,陕西 西安 710600
Author(s):
REN Yong-liang; WU Tao; LI Ke
School of Computer Science,Xi’an Polytechnic University,Xi’an 710600,China
关键词:
边缘检测; 轮廓提取; 体型分类; 专家系统; 西装推荐。
Keywords:
edge detection; contour extraction; body type classification; expert system; suit recommendation
分类号:
TP399
DOI:
10. 3969 / j. issn. 1673-629X. 2022. 05. 028
摘要:
针对目前西装推荐基本都是基于用户行为信息的关联性进行推荐,缺乏对人体自身特征的考虑,出于西装对合身度的要求,搭建一种基于人体轮廓特征结合专家系统的西装推荐系统。 首先通过 Canny 边缘检测算法进行人体轮廓的提取,通过人体轮廓图对人体身型快速判断,并按照制定的策略实现对西装的智能推荐,经过实验证明该系统可以准确地通过人体轮廓推荐与身型相匹配的西装,并且有较高的用户满意度。 当系统用户达到一定的数量时,数据库会产生一些数据基础,系统可根据身型数据包括已注册用户的体型、肩型、脸型等数据计算用户之间相似度,参考相似用户的购买记录与所设计的专家规则库相结合的方式为用户产生推荐列表。 该技术可以为线上线下的西装门店进行专业的西装推荐。
Abstract:
In view of the fact that the current suit recommendation is based on the relevance of user behavior information,which lacks the consideration? ? ? ?of human body’s own characteristics,a suit recommendation system based on human body contour features and expert system is built to meet the requirements of suit fit. Firstly,the Canny edge detection algorithm is used to extract the human body contour,and the human body shape is quickly judged through the human body contour map to achieve intelligent recommendation of suits according to the strategy. Experiments show that the system can accurately recommend suits that match the body shape through the body contour with high user satisfaction. When the number of system users reaches a certain number, the database will produce some database. The system can calculate the similarity between users according to the body shape data,including the registered user’s body shape,shoulder type,shoulder type,face shape,and the recommend-ation list is generated by combining the purchase records of similar users with the designed expert rule base. The proposed technology can provide professional suit recommendation for online and offline suit stores.

相似文献/References:

[1]李雷 张建民.一种改善的基于支持向量机的边缘检测算子[J].计算机技术与发展,2010,(03):125.
　LI Lei,ZHANG Jian-min.An Improved Edge Detector Using the Support Vector Machines[J].,2010,(05):125.
[2]王培珍 董恒志 周可.基于脉冲耦合神经网络的工件边缘定位[J].计算机技术与发展,2010,(06):221.
　WANG Pei-zhen,DONG Heng-zhi,ZHOU Ke.Workpiece Edge Locating Based on PCNN[J].,2010,(05):221.
[3]刘亚东 李翠华.基于多尺度边缘和局部熵原理的前方车辆检测[J].计算机技术与发展,2008,(03):200.
　LIU Ya-dong,LI Cui-hua.Preceding Vehicle Detection Based on Multiple Scale Edge and Local Entropy[J].,2008,(05):200.
[4]黄长专 王彪 杨忠.图像分割方法研究[J].计算机技术与发展,2009,(06):76.
　HUANG Chang-zhuan,WANG Biao,YANG Zhong.A Study on Image Segmentation Techniques[J].,2009,(05):76.
[5]张登银 薄顺荣 许扬扬.边缘检测算法改进及其在QoE测定中的应用[J].计算机技术与发展,2009,(08):49.
　ZHANG Deng-yin,BO Shun-rong,XU Yang-yang.Improved Image Edge Detection Algorithm and Its Application in QoE Measurement[J].,2009,(05):49.
[6]王树梅 王志成 蔡健.一种基于灰度形态学的小波域边缘检测算法[J].计算机技术与发展,2009,(01):32.
　WANG Shu-mei,WANG Zhi-cheng,CAI Jian.A Novel Edge- Detection Algorithm in Wavelet Gray - Scale Morphology[J].,2009,(05):32.
[7]黄伟 王书文.一种基于图像边缘检测的全变分的去噪方法[J].计算机技术与发展,2009,(02):24.
　HUANG Wei,WANG Shu-wen.Total Variation Image Denoising Based on Image Edge Detection[J].,2009,(05):24.
[8]张淑敏 陆燕慧 王保保.基于边缘检测的全景环形图像插值复原[J].计算机技术与发展,2009,(03):59.
　ZHANG Shu-min,LU Yan-hui,WANG Bao-bao.Panoramic Annular Image Interpolation Restoration Based on Edge Detection[J].,2009,(05):59.
[9]黄伟 周鸣争 李小牛.一种基于四元数的彩色图像边缘检测改进算法[J].计算机技术与发展,2008,(03):121.
　HUANG Wei,ZHOU Ming-zheng,LI Xiao-niu.A Color Image Edge Detection Modified Algorithm Based on Quaternion Representation[J].,2008,(05):121.
[10]刘振宇 崔逊田 李晓辉.基于DCT压缩域的图像边缘检测算法[J].计算机技术与发展,2008,(04):111.
　LIU Zhen-yu,CUI Xun-tian,LI Xiao-hui.Algorithm for Image Edge Detection Based on DCT Compressed Domain[J].,2008,(05):111.
[11]杜艳华 杨志强.基于照片自动提取人体尺寸信息的研究[J].计算机技术与发展,2010,(02):48.
　DU Yan-hua,YANG Zhi-qiang.Research on Automatical Information Extraction of Human Body Based on Photos[J].,2010,(05):48.
[12]徐国雄[],张骁[],胡进贤[],等. 基于阈值分割和轮廓提取的图像边缘检测算法[J].计算机技术与发展,2015,25(12):64.
　XU Guo-xiong[],ZHANG Xiao[],HU Jin-xian[],et al. Medical Cell Edge Detection Algorithm Based on Threshold Segmentation and Contour Extraction[J].,2015,25(05):64.

更新日期/Last Update: 2022-05-10