01496nas a2200313   4500000000100000000000100001008004100002653003400043653001800077653002400095653001300119653001900132653002000151653001200171653002400183653001700207653001500224653002000239653001900259653001600278653001100294100001000305700001100315245004100326856015600367300001400523520062500537020002001162       2021                            d10aIntangible cultural heritages10aDeep learning10aLearning technology10aTibetans10aUnited Nations10aImage retrieval10aThangka10aContent recognition10aDeep Learing10aImage data10aImage retrieval10aMatching rules10aOn-machines10aSketch1 aY. Li1 aX. Liu00aSketch Based Thangka Image Retrieval  uhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85104664281&doi=10.1109%2fIAEAC50856.2021.9390657&partnerID=40&md5=fcf790f823382a53b5c529327b56cfb1  a2066-20703 aThangka art is a cultural representative of Tibet of China and one of the Intangible Cultural Heritage recognized by the United Nations. It s a unique art form of painting in Tibetan culture. Thangka images contain rich historical, cultural and religious information. There is little research about Thangka in the field of image retrieval and content recognition. In this paper, we propose a Thangka-sketch image data set, and study the matching rule between Thangka image and sketch by using deep learning technology based on machine vision. In the last of this paper, we show the result of our Thangka image retrieval.  a26896621 (ISSN)