TY - CPAPER KW - Intangible cultural heritages KW - Deep learning KW - Learning technology KW - Tibetans KW - United Nations KW - Image retrieval KW - Thangka KW - Content recognition KW - Deep Learing KW - Image data KW - Image retrieval KW - Matching rules KW - On-machines KW - Sketch AU - Y. Li AU - X. Liu AB - Thangka 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. DO - 10.1109/IAEAC50856.2021.9390657 LA - English N1 - Journal Abbreviation: Adv. Inf. Tech. Electron. and Autom. Control Conf. N2 - Thangka 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. PY - 2021 SN - 26896621 (ISSN) SP - 2066 EP - 2070 TI - Sketch Based Thangka Image Retrieval UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104664281&doi=10.1109%2fIAEAC50856.2021.9390657&partnerID=40&md5=fcf790f823382a53b5c529327b56cfb1 ER -