Learning to Remove Wrinkled Transparent Film with Polarized Prior

arXiv:2403.04368v1 Announce Type: new
Abstract: In this paper, we study a new problem, Film Removal (FR), which attempts to remove the interference of wrinkled transparent films and reconstruct the original information under films for industrial recognition systems. We first physically model the imaging of industrial materials covered by the film. Considering the specular highlight from the film can be effectively recorded by the polarized camera, we build a practical dataset with polarization information containing paired data with and without transparent …

arxiv cs.cv film prior type