基于CNN的ICH工艺传承与保护

刘恩茂，金琦明，柳丽娟，王俊武，姚琤，应放天

近年来，人工智能技术，特别是图像识别技术取得了很大的进步。本文将卷积神经网络(CNN)的图像识别技术应用于非物质文化遗产(ICH)工艺的数字化保护。本文建立了一个ICH工艺传承社区，包括一个连续更新的ICH工艺数据库，一个基于图像识别的搜索系统，以及一个带有内容推荐的指导系统。这个社区将为不同背景的用户提供一个专业的ICH交流平台，有助于社区凝聚力的提升和ICH保护。

Enmao Liu, Qiming Jin, Lijuan Liu, Junwu Wang, Cheng Yao, Fangtian Ying

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.

已发表论文/Publications

An Online Community Applying CNN Technology for ICH Craftsmanship Inheritance and Preservation