| 摘 要: 针对服装个性化定制行业存在的痛点，例如订单处理效率低下、设计师与消费者沟通不畅、版权保护不足等问题，提出一种基于区块链、Three.js 引擎和图像识别技术的 3D 智能服装定制平台解决方案。通过构建分布式账本和智能合约机制，实现了数字版权确权与自动化交易；利用 Three.js 的实时渲染引擎和改进型 LBPH 算法，提升虚拟衣衫的真实感和服装图案的快速识别与分类能力。平台旨在打破设计师与消费者之间的信息壁垒，在提升定制体验、保障版权交易安全和提高设计效率等方面展现出良好的应用前景，推动个性化服装定制行业的创新发展。 |
| 关键词: 区块链 3D智能服装定制 Three.js 图像识别 LBPH算法 版权保护 |
|
中图分类号:
文献标识码:
|
| 基金项目: 国家自然科学基金项目(51575496） |
|
| Research on ablockchain-empowered 3D intelligent garment customization platform |
|
gaojiayi, yechun, daili
|
Zhejiang Sci-Tech University
|
| Abstract: This study presents a blockchain-enabled 3D intelligent garment customization platform to tackle key industry challenges: inefficient order processing, limited designer-consumer interaction, and weak copyright protection. The solution integrates distributed ledger technology with smart contracts to create a decentralized system for digital copyright authentication, ensuring transparent ownership verification and automated royalty transactions. Using the Three.js real-time rendering engine, it generates high-fidelity 3D garment models, allowing consumers to dynamically visualize design adjustments. An improved LBPH algorithm enables efficient classification of clothing patterns from user-provided images, enhancing pattern recognition speed and accuracy. The platform adopts a peer-to-peer architecture to streamline customization workflows, minimizing information gaps through direct designer-consumer collaboration tools. Blockchain immutability ensures tamper-proof transaction records, securing copyright exchanges. Evaluations show reduced design iteration times and enhanced pattern classification performance compared to conventional platforms. By merging immersive 3D modeling, advanced image recognition, and decentralized ledger technology, the system addresses critical industry needs in user experience, operational efficiency, and intellectual property management. Its scalable design positions it as a transformative tool for driving innovation in personalized fashion manufacturing. |
| Keywords: Blockchain 3D intelligent garment customization Three.js Image recognition LBPH algorithm Copyright protection |
