ALEXANDRIA, Va., Jan. 28 -- United States Patent no. 12,536,768, issued on Jan. 27, was assigned to EL ROI LAB INC. (Seoul, South Korea).

"Anomaly detection device and method using neural network, and device and method for training neural network" was invented by Kwangsun Yoo (Incheon, South Korea) and Jungi Lee (Seoul, South Korea).

According to the abstract* released by the U.S. Patent & Trademark Office: "An anomaly detection device according to one embodiment may comprise: a receiver for receiving a hyperspectral image; and a processor for extracting, on the basis of a plurality of target partial autoencoders corresponding to a plurality of bands included in the hyperspectral image, a plurality of local features corresponding to the p...