Company Filing History:
Years Active: 2025
Title: Panagiotis Achlioptas: Innovator in 3D Garment Generation
Introduction
Panagiotis Achlioptas is a notable inventor based in Mountain View, CA (US). He has made significant contributions to the field of garment design through his innovative patent that focuses on generating 3D garments from 2D scribble images. His work is particularly relevant in the context of fashion technology and digital garment creation.
Latest Patents
Achlioptas holds a patent for a system and method that generates 3D garments from two-dimensional (2D) scribble images drawn by users. The patent describes a sophisticated system that includes a conditional 2D generator, a conditional 3D generator, and two intermediate media. These media consist of dimension-coupling color-density pairs and flat point clouds that effectively bridge the gap between 2D and 3D dimensions. The 2D generator synthesizes dimension-coupling color-density pairs, which include RGB projections and density maps from both front and rear views of the scribble image. A density-aware sampling algorithm then converts these 2D pairs into a 3D flat point cloud representation, ignoring depth information initially. The 3D generator subsequently predicts the depth information from this flat point cloud. This innovative approach allows for dynamic variations in garments, accommodating deformations from a wearer's pose, as well as irregular wrinkles and folds.
Career Highlights
Panagiotis Achlioptas is currently employed at Snap Inc., where he continues to push the boundaries of technology in garment design. His work has garnered attention for its potential applications in the fashion industry, particularly in creating customizable and user-friendly garment design tools.
Collaborations
Achlioptas has collaborated with talented individuals such as Menglei Chai and Hsin-Ying Lee. These collaborations have likely contributed to the development and refinement of his innovative ideas and patents.
Conclusion
Panagiotis Achlioptas is a pioneering inventor whose work in 3D garment generation from 2D images is reshaping the fashion technology landscape. His contributions are paving the way for more interactive and personalized garment design experiences.