http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-115239694-A

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filingDate 2022-08-17-04:00^^<http://www.w3.org/2001/XMLSchema#date>
inventor http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_77f135b0488070fd89e77f90d64872cc
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publicationDate 2022-10-25-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber CN-115239694-A
titleOfInvention A Hyperspectral Anomaly Detection Method Fusion Robust Dictionary and Double Cooperative Constrained Regular Terms
abstract The present invention proposes a hyperspectral anomaly detection method fused with a robust dictionary and a double cooperative constraint regular term, which is used to solve the problems of poor robustness in dictionary construction and insufficient information utilization resulting in poor detection results. Including: 1) use the density estimation model and the local abnormal factor to obtain the density map, and perform pixel-by-pixel multiplication and pixel-by-pixel addition operations to obtain the background suppression map and abnormal enhancement map; 2) the background suppression map and abnormal enhancement map Perform binarization to obtain its index map, and construct a potential anomaly dictionary and a background dictionary; 3) Construct a low-rank and sparse representation model based on double-co-constrained regular terms and optimize the solution to obtain the initial detection result; 4) Use the background suppression map The initial detection result is nonlinearly transformed with the anomaly enhancement map to obtain the final detection result. The invention enhances the robustness of the dictionary, and fully considers the global and local characteristics, thereby effectively improving the hyperspectral anomaly detection effect.
priorityDate 2022-08-17-04:00^^<http://www.w3.org/2001/XMLSchema#date>
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