The invention discloses a multi-
visual behavior monitoring method and device in a complex scene, equipment and a storage medium, and relates to the technical field of
machine vision, and the method comprises the steps: extracting monitoring image information at multiple different angles based on a target positioning
signal, extracting image features in the monitoring image information at multiple different angles, and obtaining a target positioning
signal; image features of the target positioning
signal are classified to obtain a plurality of target recognition features and a plurality of scene features, the plurality of target recognition features and the plurality of scene features are segmented respectively, pixel coordinates and the interaction relation between the target recognition features and the scene features are extracted, and the target recognition features and the scene features are identified; and determining behavior characteristics of a recognition target corresponding to the target positioning signal according to the pixel coordinates and the interaction relationship, matching the behavior characteristics with a preset abnormal behavior
library, obtaining a
behavior monitoring feedback result when the matching succeeds, and outputting abnormal warning information according to the
behavior monitoring feedback result, thereby realizing remote supervision, avoiding missing detection, reducing the inspection amount, and improving the accuracy of the monitoring result. The inspection efficiency is improved and the personnel inspection frequency is reduced.