Location History:
- Mountain View, CA (US) (2022)
- San Jose, CA (US) (2014 - 2023)
- Milpitas, CA (US) (2022 - 2023)
Company Filing History:
Years Active: 2014-2025
Title: Marius Renn: Innovator in Digital Makeup and Restoration Models
Introduction
Marius Renn is a prominent inventor based in San Jose, CA, known for his innovative contributions to technology. He holds a total of 14 patents, showcasing his expertise in the field of digital enhancements and restoration models. His work primarily focuses on applying digital makeup enhancements and training restoration models for balanced generation and reconstruction.
Latest Patents
One of Marius Renn's latest patents involves applying stored digital makeup enhancements to recognized faces in digital images. This method includes outputting digital images that feature a user's face, utilizing facial recognition to match the user's facial data with reference data from an enrolled user. The computing device retrieves digital makeup enhancement data associated with the reference facial data and applies it to generate modified digital images that display corresponding enhancements.
Another significant patent focuses on training a restoration model for balanced generation and reconstruction. This system leverages training for two sub-tasks to ensure that the generated outputs preserve the identity of the original subject while producing realistic results. The method incorporates a feature quantization model and skip connections to enhance the model's output and overall training effectiveness.
Career Highlights
Marius Renn is currently employed at Google Inc., where he continues to push the boundaries of technology through his innovative work. His contributions have significantly impacted the fields of digital imaging and artificial intelligence, making him a valuable asset to his team and the industry.
Collaborations
Marius has collaborated with talented individuals such as Rodrigo Lima Carceroni and Wei Hong, further enriching his work and expanding the scope of his projects.
Conclusion
Marius Renn's innovative spirit and dedication to advancing technology are evident in his numerous patents and contributions to the field. His work in digital makeup enhancements and restoration models continues to inspire and shape the future of technology.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.