Thermal Polarimetric Multi-view Stereo

This paper introduces a novel method for detailed 3D shape reconstruction utilizing thermal polarization cues. Unlike state-of-the-art methods, the proposed approach is independent of illumination, material properties, and heating processes. In this paper, we formulate a general theory of polarization observation and show that long-wave infrared (LWIR) polarimetric imaging is free from the ambiguities that affect visible polarization analyses. Subsequently, we propose a method for recovering detailed 3D shapes using thermal polarimetric images, showing that our approach effectively reconstructs fine details on heterogeneous materials and outperforms existing techniques.