HADAR: Toward a New Visual Modality Beyond Appearance
Published:
Most machine vision systems still see the world through proxies. RGB records how a scene appears under visible illumination. Depth sensors estimate geometry by projecting or receiving structured signals. These modalities have enabled remarkable progress, but they do not directly describe the stable physical properties of objects. They are sensitive to lighting, weather, surface reflectance, transparency, and occlusion.