Transparent and reflective objects are the things of robot nightmares. ... They did so using depth camera images of opaque objects paired with color images of those same objects.

Transparent and reflective objects are the things of robot nightmares. ... They did so using depth camera images of opaque objects paired with color images of those same objects.

And while such cameras may be thwarted by transparent or shiny objects, ... a machine learning-based algorithm that was trained on both depth-sensing and color images of the same opaque objects.

The team trained the system on a combination of depth camera images of opaque objects and color images of the same items. This allowed it to infer different 3D shapes from the images — and the ...

"Transparent objects take most of their appearance from the surroundings, which complicates digitization of scenes with transparent and opaque objects," Jeppe Frisvad of DTU commented to Optics.org.

Looking through an opaque material: Sharp pictures taken of objects hidden behind an opaque screen. ScienceDaily . Retrieved June 2, 2025 from www.sciencedaily.com / releases / 2012 / 11 ...

May 28, 2022: Objects can now be 3D-printed in opaque resin (Nanowerk News) Back in 2017, engineers at EPFL’s Laboratory of Applied Photonic Devices (LAPD), within the School of Engineering, designed ...

They did so using depth camera images of opaque objects paired with color images of those same objects. Once trained, the color camera system was applied to transparent and shiny objects. Based on ...