Title
Hough Transform for real-time plane detection in depth images.
Abstract
•An efficient Kernel-Based Hough Transform for detecting planes in depth images.•Summed Area Tables and an implicit quadtree clusterize coplanar points in 2.5-D.•An efficient voting scheme is performed using a trivariate-Gaussian distribution per cluster.•An efficient gradient climbing strategy retrieves the peaks of votes in the accumulator map.•The asymptotic time complexity of our approach is O(n).
Year
DOI
Venue
2018
10.1016/j.patrec.2017.12.027
Pattern Recognition Letters
Keywords
Field
DocType
Hough Transform,Plane detection,Depth image,Real time
Cluster (physics),Computer vision,Classification of discontinuities,Pattern recognition,Hough transform,Coplanarity,Gaussian,Artificial intelligence,Point cloud,Mathematics,Scalability,Quadtree
Journal
Volume
ISSN
Citations 
103
0167-8655
4
PageRank 
References 
Authors
0.46
12
4
Name
Order
Citations
PageRank
Eduardo Vera140.46
Djalma Lucio2724.38
Leandro A. F. Fernandes320616.22
Luiz Velho41162120.74