| CPC G06V 40/168 (2022.01) [G01J 5/0025 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06V 10/76 (2022.01); G06V 40/171 (2022.01); H04N 5/33 (2013.01); H04N 23/611 (2023.01); G01J 2005/0077 (2013.01); G01J 5/485 (2022.01)] | 11 Claims |

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1. A multi-sensor threat detection system for elevated temperature detection, the system comprising:
a processor;
a sensor acquisition module;
an optical and thermal camera configured to capture image data using the sensor acquisition module;
a plurality of connected algorithms that correlate pixel value to thermal reading using a Manifold learning algorithm; and
a user interface configured to provide notification and alerts;
wherein the multi-sensor threat detection system is configured to administer pre-screening guidelines to acquire a face image;
wherein the pre-screening guidelines are selected from a list consisting of removing glasses, removing a mask, removing a hood, removing a hat, pulling back hair from the face, removing a scarf from the face.
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