The invention discloses an outdoor box
video monitoring method, device and
system based on multi-dimensional fusion. The
system has the advantages that the visible light camera adopted by the main lens collects the physical state of the surface of the box body and the
peripheral visible dynamic state, and the short-wave
infrared equipment is adopted by the auxiliary lens to collect invisible characteristics and temperature distribution; feature points are extracted to calculate similarity, pixel-level matching is realized through a constructed
perspective transformation matrix, and a
correlation database is constructed; based on the
multispectral data, three types of interaction events of biological interference, natural action and environmental transaction are identified in combination with
deep learning, a fault and event association
data set is constructed, a weight is assigned, a baseline threshold is set, and early warning is triggered when the threshold is exceeded; after early warning, the starting time and position of an event are positioned, a risk network is constructed to calculate the contribution degree of the event to determine a core
risk source, three levels of risks are divided, a
traceability map is generated, a differentiated operation and maintenance scheme is generated, monitoring is optimized, and the accuracy and operation and maintenance efficiency of outdoor box monitoring are improved.