Jia-Geng Chen

A cross-modal pre-training framework with video data for improving performance and generalization of distributed acoustic sensing

Fiber-optic distributed acoustic sensing (DAS) has emerged as a critical Internet-of-Things (IoT) sensing technology with broad industrial applications. However, the two-dimensional spatial-temporal morphology of DAS signals presents analytical challenges for conventional methods. In contrast, this complex signal struc...