A cloud-based virtual clothing fitting system for apparel applications is presented. A multi-camera capture setup reconstructs dynamic garment meshes as ground truth for evaluating cloth simulation accuracy. The platform integrates real-time garment simulation, cloud rendering, and interactive visualization to support virtual try-on in online apparel services. Performance is assessed using average vertex deviation, response time, operation success rate, and system stability. Experimental results show improved garment simulation accuracy and faster interactive response compared with local rendering. The proposed framework demonstrates the feasibility of cloud-based virtual clothing fitting for clothing design, digital apparel display, and textile technology applications.

clothing, garment simulation, virtual fitting, cloud rendering, textile technology