Title :
Intelligent Three-Dimensional Shape Recovery System for Shoes
Author :
Song, Limei ; Luo, Jing ; Wen, YuHua
Author_Institution :
Comput. technic & automatization Coll., TianJin Polytech. Univ., Tianjin
Abstract :
In order to promote the development of making shoes, the intelligent 3D shape measurement system is researched. Shape from stereo technique is used to collect the 3D shape of human feet and shoes. Two cameras are used to get absolute stereo coordinate. In order to improve the precision of 3D measurement, a novel grating matching method was designed in this paper, which can ensure 100% matching accuracy. On the beginning of the measurement, no gratings projected on the object and the background is captured by the two CCD cameras. Later gratings include single grating and multi gratings will be projected to the object in sequence. All the images include gratings will make a subtraction with the background image, so as to easily and clearly extract the grating information and continue precision matching work in 3D shape reconstruction. From a lot of experiments, the proposed grating matching method is proved that it is a high precision, intelligent, low cost, and easy operation stereo matching method for shoes. And it can be extended to a lot of 3D measurement system.
Keywords :
computer vision; feature extraction; footwear; footwear industry; image matching; image reconstruction; production engineering computing; stereo image processing; 3D shape reconstruction; CCD camera; absolute stereo coordinate; grating information; grating matching method; human feet 3D shape; intelligent 3D shape measurement system; intelligent 3D shape recovery system; shoe 3D shape; shoemaking; stereo technique; Cameras; Charge coupled devices; Charge-coupled image sensors; Data mining; Design methodology; Footwear; Gratings; Humans; Image reconstruction; Shape measurement;
Conference_Titel :
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3893-8
Electronic_ISBN :
978-1-4244-3894-5
DOI :
10.1109/IWISA.2009.5072926