DocumentCode :
3054003
Title :
Recovery of superquadric primitives from a range image using simulated annealing
Author :
Yokoya, Naokazu ; Kaneta, Masahisa ; Yamamoto, Kazuhiko
Author_Institution :
Image Understanding Sect., Electrotechn. Lab., Ibaraki, Japan
fYear :
1992
fDate :
30 Aug-3 Sep 1992
Firstpage :
168
Lastpage :
172
Abstract :
Describes a method for recovering volumetric shape descriptions of 3D objects from range data. The models of shape primitives are superquadrics with a global deformation of tapering. The authors first define a new error-of-fit measure for fitting superquadrics to range data. The measure evaluates the difference in both depth and surface orientation between input 3D data and the model surfaces. Simulated annealing is then employed for finding a global minimum of the error-of-fit over all possible values of model parameters including translation, rotation and tapering
Keywords :
computer vision; computerised picture processing; simulated annealing; 3D objects; depth; error-of-fit measure; global deformation; global minimum; range image; rotation; shape primitives; simulated annealing; superquadric primitives; surface orientation; tapering; translation; volumetric shape descriptions; Cities and towns; Computer errors; Computer vision; Deformable models; Image recognition; Laboratories; Mathematical model; Shape; Simulated annealing; Surface fitting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 1992. Vol.I. Conference A: Computer Vision and Applications, Proceedings., 11th IAPR International Conference on
Conference_Location :
The Hague
Print_ISBN :
0-8186-2910-X
Type :
conf
DOI :
10.1109/ICPR.1992.201533
Filename :
201533
Link To Document :
بازگشت