Rene Andre Claus

Title: Rene Andre Claus and Video Encoding Innovation.

Introduction

Rene Andre Claus is an inventor associated with Fremont, California, and Gdm Holding LLC. His patent work addresses video encoding, with a focus on using machine learning and feedback control to manage encoding rates.

Latest Patents

Claus is credited with 1 patent: “Rate Control Machine Learning Models with Feedback Control for Video Encoding.” The invention describes methods and systems for encoding a sequence of video frames. For each frame, a machine-learning model evaluates a feature embedding and scores possible quantization parameter values. The system selects a value, tracks the cumulative data needed for the current and preceding frames, and checks whether a feedback-control criterion is met. If it is, the system updates the selected value before encoding the frame. This approach combines learned rate selection with feedback based on encoding progress.

Career Highlights

Claus’s listed patent reflects work on applying machine learning to a practical video-encoding challenge: balancing encoding decisions against cumulative data requirements. The patent describes a process in which model-generated scores guide quantization choices, while feedback can adjust those choices as encoding proceeds.

Collaborations

The patent information names Chenjie Gu and Hongzi Mao as Claus’s coworkers. Their inclusion points to a collaborative context for the video-encoding work.

Conclusion

Rene Andre Claus’s patent documents an approach to video encoding that combines machine-learning-based quantization selection with feedback control, highlighting his contribution to innovation in video compression systems.