ALEXANDRIA, Va., Nov. 11 -- United States Patent no. 12,469,179, issued on Nov. 11, was assigned to ATOMBEAM TECHNOLOGIES INC. (Moraga, Calif.).
"System and methods for upsampling of decompressed data after lossy compression using a neural network" was invented by Zhu Li (Overland Park, Kan.) and Brian R. Galvin (Silverdale, Wash.).
According to the abstract* released by the U.S. Patent & Trademark Office: "A system and method for Light Detection and Ranging (LIDAR) image compression integrates AI-based techniques to enhance compression quality. It incorporates a novel AI deblocking network composed of convolutional layers for feature extraction and a channel-wise transformer with attention to capture complex inter-channel dependencies. T...