Company Filing History:
Years Active: 2023-2025
Title: Guoxian Song: Innovator in Image Processing Technologies
Introduction
Guoxian Song is a prominent inventor based in Singapore, known for his contributions to image processing technologies. With a total of 4 patents, he has made significant strides in the field, particularly in the area of stylized portrait generation.
Latest Patents
One of his latest patents is a "Portrait stylization framework to control the similarity between stylized portraits and original photo." This invention describes systems and methods for controlling the similarity between stylized portraits and the original photo. In this framework, an input image is received and encoded using a variational autoencoder to generate a latent vector. This latent vector can be blended with other latent vectors that best represent a face in the original user portrait image. The resulting blended latent vector is then provided to a generative adversarial network (GAN) generator to create a controlled stylized image. Users can interactively determine the balance between stylization and personalization in the resulting portrait.
Another notable patent is the "Agilegan-based refinement method and framework for consistent texture generation." This invention outlines methods and systems for generating a texturized image. The process includes receiving an input image and an exemplar texture image, generating a first latent code vector representation based on the input image, and a second latent code vector representation based on the exemplar texture image. These representations are blended to obtain a blended latent code vector representation, which is then used by the GAN generator to produce a texturized image.
Career Highlights
Guoxian Song is currently associated with Lemon Inc., where he continues to innovate in the field of image processing. His work has garnered attention for its practical applications and technological advancements.
Collaborations
He collaborates with talented individuals such as Jing Liu and Linjie Luo, contributing to a dynamic and innovative work environment.
Conclusion
Guoxian Song's contributions to image processing technologies through his patents demonstrate his expertise and commitment to innovation. His work continues to influence the field and inspire future advancements.