Multispectral anomaly detection

A system for generating network architectures for biometric security, the system comprising one or more processors and a memory, wherein the one or more processors are configured to execute instructions stored on the memory to cause the system to:

• receive multispectral training image data comprising, for each subject of a plurality of subjects, multispectral image data comprising a plurality of images of the subject, each of the plurality of images for each subject being an image at a different wavelength range;
• for each of the plurality of subjects, align the corresponding plurality of images into a respective multispectral cube representing the multispectral image data for the respective subject;
• extract features from the multispectral training image data;
• and
• generate and storing, based on the extracted features, a network architecture for predicting relationships of multispectral images of a subject.

A non-transitory computer-readable storage medium storing one or more programs for generating network architectures for biometric security, the one or more programs configured to be executed by one or more processors communicatively coupled to one or more processors of a system, the one or more programs including instructions to cause the system to:

• receive multispectral training image data comprising, for each subject of a plurality of subjects, multispectral image data comprising a plurality of images of the subject, each of the plurality of images for each subject being an image at a different wavelength range;
• for each of the plurality of subjects, align the corresponding plurality of images into a respective multispectral cube representing the multispectral image data for the respective subject;
• extract features from the multispectral training image data;
• and
• generate and storing, based on the extracted features, a network architecture for predicting relationships of multispectral images of a subject.