The invention relates to a
strain gauge patch
microscopic inspection device and method based on multi-
modal fusion, the device comprises an imaging device, an illumination and optical
assembly and an auxiliary module, and the imaging device comprises a visible light camera, a polarization camera and an
infrared camera. According to the invention, high-precision measurement requirements and challenges of complex industrial scenes are fully considered, and the method has the characteristics of multi-
modal fusion, high-precision identification and dynamic self-adaption; a visible light-polarized light-thermal imaging multi-mode cooperative detection technology based on
deep learning is used as a core method, and position deviation,
adhesive layer defects and a curing state of a
strain gauge are used as core monitoring indexes, so that the comprehensiveness and reliability of detection are remarkably improved; cross-
modal feature fusion is realized through a cross attention mechanism and LSTM
time sequence modeling, adaptive polarization illumination and online
feedback control are combined, the method can adapt to various materials, deployment is simple and convenient, real-time detection is supported, and a guarantee is provided for high-reliability measurement in the field of precision manufacturing.