TY - CPAPER
KW - Artificial intelligence technologies
KW - Community cohesions
KW - Convolutional neural networks
KW - Digital preservation
KW - Digital storage
KW - Ecosystems
KW - Historic preservation
KW - Image recognition
KW - Image recognition technology
KW - Intangible cultural heritages
KW - On-line communities
KW - Professional communication
KW - Search engines
KW - Search system
KW - Tie-dye craftsmanship
KW - convolutional neural network
KW - Digital preservation
KW - Intangible cultural heritage
AU - Enmao Liu
AU - Qiming Jin
AU - Lijuan Liu
AU - Junwu Wang
AU - Cheng Yao
AU - Fangtian Ying
AB - In recent years, artificial intelligence technology, especially image recognition technology, has made great progress. In this paper, we will apply the image recognition technology, which based on convolutional neural networks (CNN) to the digital preservation of Intangible Cultural Heritage (ICH) craftsmanship. A novel online ICH craftsmanship inheritance community has been established, which includes a sequentially updated ICH craftsmanship database, a Search-system based on image recognition, and a coach-system with recommended guidelines. Without doubt, this ecological community will offer a professional communication platform for users with different background. It contributes to community cohesion, encouraging a sense of identity and responsibility which helps individuals to feel part of one.
C2 - IEEE Int. Conf. Ind. Eng. Appl., ICIEA
DO - 10.1109/ICIEA49774.2020.9101983
LA - English
N1 - Journal Abbreviation: IEEE Int. Conf. Ind. Eng. Appl., ICIEA
N2 - In recent years, artificial intelligence technology, especially image recognition technology, has made great progress. In this paper, we will apply the image recognition technology, which based on convolutional neural networks (CNN) to the digital preservation of Intangible Cultural Heritage (ICH) craftsmanship. A novel online ICH craftsmanship inheritance community has been established, which includes a sequentially updated ICH craftsmanship database, a Search-system based on image recognition, and a coach-system with recommended guidelines. Without doubt, this ecological community will offer a professional communication platform for users with different background. It contributes to community cohesion, encouraging a sense of identity and responsibility which helps individuals to feel part of one.
PB - Institute of Electrical and Electronics Engineers Inc.
PY - 2020
SN - 9781728167855 (ISBN)
SP - 382
EP - 389
TI - An Online Community Applying CNN Technology for ICH Craftsmanship Inheritance and Preservation
UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086075359&doi=10.1109%2fICIEA49774.2020.9101983&partnerID=40&md5=a537b36fe32ec55b6f838b3a620b2eef
ER -