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Keywords: Point set registration
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Journal Articles
Non-rigid point set registration based on Gaussian mixture model with integrated feature divergence
Available to Purchase
Journal:
Robotic Intelligence and Automation
Robotic Intelligence and Automation (2024) 44 (2): 287–305.
Published: 04 April 2024
...Chuyu Tang; Hao Wang; Genliang Chen; Shaoqiu Xu Purpose This paper aims to propose a robust method for non-rigid point set registration, using the Gaussian mixture model and accommodating non-rigid transformations. The posterior probabilities of the mixture model are determined through...
Journal Articles
Robust pose estimation for ship block assembly feature based on large-scale scanning
Available to Purchase
Journal:
Robotic Intelligence and Automation
Robotic Intelligence and Automation (2023) 43 (4): 406–419.
Published: 11 July 2023
... lead to loss of key information. Thus, large-scale scanning is introduced for data acquisition, and this paper aims to provide a precise and robust method for retrieving poses based on point set registration. Design/methodology/approach The main problem of point registration is to find the correct...
Journal Articles
A contour-guided pose alignment method based on Gaussian mixture model for precision assembly
Available to Purchase
Journal:
Robotic Intelligence and Automation
Assembly Automation (2021) 41 (3): 401–411.
Published: 17 June 2021
... of microparts based on monocular microvision system was developed. To obtain the precise pose of parts, an area-based contour point set extraction algorithm and a point set registration algorithm were developed. First, the part positioning problem was transformed into a probability-based two-dimensional point...
