Local self-similarity-based registration of human ROIs in pairs of stereo thermal-visible videos

► We propose a Local self-similarity (LSS)-based multimodal correspondence measure. ► We study Comparatively MI and LSS for thermal-visible stereo matching. ► We propose an LSS-based registration method for human monitoring. ► LSS-based registration is more accurate compared to MI-based registration.