DocumentCode
3473400
Title
Methodology of Stamped Metal Parts Retrieval Using Feature Combination and User´s Feedback
Author
Liu, Xuemei ; Li, Aiping
Author_Institution
Inst. of Adv. Manuf. Technol., Tongji Univ., Shanghai
fYear
2008
fDate
12-14 Oct. 2008
Firstpage
1
Lastpage
4
Abstract
Case based reasoning(CBR) is becoming widely used in computer aided process planning system. It requires a mechanism for retrieval of similar parts from a case database which in turn requires a method for case similarity measurement. This paper presents a new approach of stamped metal parts retrieval, which is based on the multi-feature combination and user´s feedback. The stamped metal parts information consists of 3D part model and material which includes material thickness, strength and hardness. The parametric feature relation graph(P-FRG) extract from 3D stamping part model to captures the geometric, topological, and domain specific used to measure the similarity between stamped metal parts. Integrated similarity assessment is achieved by the amalgamation of feature count, feature topology, feature parameter and material. Weight values of Feature and feature component is adjusted based on a statistical analysis of the similarity feature values by user´s feedback.
Keywords
case-based reasoning; feature extraction; image retrieval; relevance feedback; statistical analysis; 3D model retrieval; 3D part model; case based reasoning; case database; case similarity measurement; computer aided process planning system; feature component; feature count; feature material; feature parameter; feature topology; integrated similarity assessment; material hardness; material strength; material thickness; multifeature combination; parametric feature relation graph; relevance feedback; similarity degree; similarity feature values; stamped metal parts retrieval; statistical analysis; user feedback; weight values; Data mining; Feature extraction; Feedback; Information retrieval; Inorganic materials; Process planning; Solid modeling; Spatial databases; Statistical analysis; Topology;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location
Dalian
Print_ISBN
978-1-4244-2107-7
Electronic_ISBN
978-1-4244-2108-4
Type
conf
DOI
10.1109/WiCom.2008.2671
Filename
4680860
Link To Document