“A new breakthrough has been made in the field of multimodal object detection, and relevant experts have proposed a non spatial registration multimodal object detection decision fusion method, which effectively solves the problem of non spatial registration image detection of different modal cameras in practical applications, significantly improving detection accuracy and robustness.”