Company Filing History:
Years Active: 2019-2025
Title: **Innovative Contributions of David Charles Minnen in Image Compression**
Introduction
David Charles Minnen is a notable inventor based in Mountain View, CA, known for his significant contributions to the field of image compression. With a total of 10 patents to his name, he has made remarkable strides in the development of advanced technologies that enhance how we process and store visual data.
Latest Patents
Among his latest innovations, Minnen has developed a groundbreaking patent titled "Channel-wise autoregressive entropy models for image compression." This patent outlines methods, systems, and apparatuses, including computer programs encoded on a computer storage medium, for channel-wise autoregressive entropy models. The process begins with a first encoder neural network that generates a latent representation of the data. This is followed by the quantization of the latent representation and further processing through a second encoder neural network. The invention innovatively organizes the data into slices arranged in an ordinal sequence and employs a hyperprior processing network to generate parameters that enhance the efficiency of data compression.
Career Highlights
David Charles Minnen has built a distinguished career working at Google Inc., where he focuses on pioneering technologies that address contemporary challenges in data transmission and storage. His patents reflect his commitment to advancing the art of image compression and represent a culmination of extensive research and development within the field.
Collaborations
Throughout his career, Minnen has collaborated with experts in the industry, including Saurabh Singh and George Dan Toderici. These partnerships demonstrate his ability to work alongside other visionaries, amplifying the impact of his inventions and contributing to a collaborative spirit in the tech community.
Conclusion
David Charles Minnen's work, particularly on channel-wise autoregressive entropy models, represents a remarkable advancement in image compression technologies. His innovative approaches not only showcase his talent as an inventor but also highlight the transformative potential of collaborative efforts in driving technological progress. As he continues to push the boundaries of innovation, Minnen remains a key figure to watch in the evolving landscape of data processing and compression.