@InProceedings{SousaVelhFern:2017:ReTiPl,
author = "Sousa, Eduardo Vera and Velho, Luiz and Fernandes, Leandro Augusto
Frata",
affiliation = "{Universidade Federal Fluminense} and {Instituto Nacional de
Matem{\'a}tica Pura e Aplicada} and {Universidade Federal
Fluminense}",
title = "D-KHT: Real time plane detection in depth images",
booktitle = "Proceedings...",
year = "2017",
editor = "Torchelsen, Rafael Piccin and Nascimento, Erickson Rangel do and
Panozzo, Daniele and Liu, Zicheng and Farias, Myl{\`e}ne and
Viera, Thales and Sacht, Leonardo and Ferreira, Nivan and Comba,
Jo{\~a}o Luiz Dihl and Hirata, Nina and Schiavon Porto, Marcelo
and Vital, Creto and Pagot, Christian Azambuja and Petronetto,
Fabiano and Clua, Esteban and Cardeal, Fl{\'a}vio",
organization = "Conference on Graphics, Patterns and Images, 30. (SIBGRAPI)",
publisher = "Sociedade Brasileira de Computa{\c{c}}{\~a}o",
address = "Porto Alegre",
keywords = "depth images, pattern recognition, Hough transform, real time.",
abstract = "The automatic detection of geometric primitives (e.g. planes,
spheres, etc.) in depth images provides the basis for solving many
computer vision problems. The applications range from robotics to
augmented reality. For plane detection, the quality of previous
techniques is strongly related to the amount of noise and
discontinuities or, in the case of unorganized point clouds,
depends on complex structures to organize the points, besides
having high computational cost. In this paper, we present a
real-time deterministic algorithm for plane detection in depth
images. By using an implicit quadtree to cluster approximately
coplanar points in the 2.5-D space associated with an efficient
Hough Transform voting scheme and a hill climbing strategy to find
local maxima, we are able to reach real-time detection.
Experiments show that our approach works well even in presence of
noise, partial occlusion, and discontinuities.",
conference-location = "Niter{\'o}i, RJ, Brazil",
conference-year = "17-20 Oct. 2017",
language = "en",
ibi = "8JMKD3MGPAW/3PJ62EE",
url = "http://urlib.net/ibi/8JMKD3MGPAW/3PJ62EE",
targetfile = "CReady___WTD___SIBGRAPI_2017.pdf",
urlaccessdate = "2024, May 02"
}