“…There have been multiple attempts to create alternative spray-less digitization techniques for transparent objects in the past [ 1 , 2 ]. The proposed techniques include the use of OPT with refractive index-matching liquid [ 7 ], the fringe projection for detection of pattern differences [ 8 ], infra-red (IR) to detect induced surface heating [ 9 , 10 ], Infrared Digital Holography [ 11 ], ultra-violet (UV) fluorescence [ 12 , 13 ], a combination of X-ray tomography and photogrammetry [ 14 ], shape from polarization [ 15 ], a combination of polarization imaging and inverse rendering [ 16 ], shape from interaction [ 17 ], the visual hull technique [ 18 ], various AI-based image processing methods [ 19 , 20 ] terahertz (THz) Imaging and tomography [ 21 , 22 ], passive single-pixel imaging [ 23 ], and edge estimation computer vision techniques [ 24 ].…”