ALEXANDRIA, Va., Dec. 31 -- United States Patent no. 12,511,714, issued on Dec. 30, was assigned to Beihang University (Beijing).

"Image anomaly detection method based on zero-shot learning" was invented by Feng Lu (Beijing) and Yunfei Liu (Beijing).

According to the abstract* released by the U.S. Patent & Trademark Office: "The embodiments of this disclosure disclose an image anomaly detection method. A specific implementation of the method comprises: obtaining a test image; inputting the test image to an autoencoder to obtain a first reconstructed image; inputting the first reconstructed image to an expert network to obtain a second reconstructed image; based on the test image, the first reconstructed image, the second reconstructed ima...