Robust approach to reconstructing transparent objects using a time-of-flight depth camera

Kyungmin Kim, Hyunjung Shim

Research output: Contribution to journalArticle

4 Citations (Scopus)

Abstract

This study presents a robust approach to reconstructing a three dimensional (3-D) translucent object using a single time-of-flight depth camera with simple user marks. Because the appearance of translucent objects depends on the light interaction with the surrounding environment, the measurement using depth cameras is considerably biased or invalid. Although several existing methods attempt to model the depth error of translucent objects, their model remains partial because of object assumptions and its sensitivity to noise. In this study, we introduce a ground plane and piece-wise linear surface model as priors and construct a robust 3-D reconstruction framework for translucent objects. These two depth priors are combined with the depth error model built on the time-of-flight principle. Extensive evaluation of various real data reveals that the proposed method substantially improves the accuracy and reliability of 3-D reconstruction for translucent objects.

Original languageEnglish
Pages (from-to)2666-2676
Number of pages11
JournalOptics Express
Volume25
Issue number3
DOIs
Publication statusPublished - 2017 Feb 6

All Science Journal Classification (ASJC) codes

  • Atomic and Molecular Physics, and Optics

Fingerprint Dive into the research topics of 'Robust approach to reconstructing transparent objects using a time-of-flight depth camera'. Together they form a unique fingerprint.

  • Cite this