TY - CPAPER
KW - Intangible cultural heritage
KW - Identification model
KW - Image database
KW - Pecking opera painted faces (popf)
AU - Guancan Yang
AU - Huilin Zhang
AU - Xiaomei Zhang
AU - Yue Yu
AU - Jie Yang
AB - Pecking Opera Painted Faces (POPF) is a Chinese intangible cultural heritage full of aesthetic value. However, their cultural connotations become less known in modern society. It is therefor, necessary to make public easily understand unique cultural connotation and aesthetic value of POPF. In this project, we built a POPF image database based on the image classification model, with the aim to better showcase POPF. The images are classified into multiple categories according to the traditional connotation patterns. By using the MLP (Multilayer Perceptrons) algorithm classifier, the classification accuracy of model has approached 70\%. Using those tools, the uncertainty of information about images of POPF can be reduced appreciably, and would benefit the innovation of derivatives around POPF.
LA - English
N1 - Journal Abbreviation: Digit. Present. Preserv. Cult. Sci. Herit.
N2 - Pecking Opera Painted Faces (POPF) is a Chinese intangible cultural heritage full of aesthetic value. However, their cultural connotations become less known in modern society. It is therefor, necessary to make public easily understand unique cultural connotation and aesthetic value of POPF. In this project, we built a POPF image database based on the image classification model, with the aim to better showcase POPF. The images are classified into multiple categories according to the traditional connotation patterns. By using the MLP (Multilayer Perceptrons) algorithm classifier, the classification accuracy of model has approached 70\%. Using those tools, the uncertainty of information about images of POPF can be reduced appreciably, and would benefit the innovation of derivatives around POPF.
PB - Bulgarian Academy of Sciences, Institute of Mathematics and Informatics
PY - 2019
SN - 13144006 (ISSN)
SP - 315
EP - 321
TI - Digital Inheritance of POPF Based on Image Database and Identification Model
UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85084200232&partnerID=40&md5=a9b1da28d144b42636ca2ccb12536e88
VL - 9
ER -