Title :
Volumetric description of dip solder joints from range data
Author :
Takagi, Yuji ; Medioni, Gerard
Author_Institution :
Production Eng. Res. Lab., Hitachi Ltd., Yokohama, Japan
Abstract :
Dip solder joints exhibit a variety of complex shapes, making inspection by traditional representation methods difficult. Traditional approaches use various features of 2D images to represent joint shape; however, correct 3-D representation is essential when analyzing joint shape for visual inspection. We present a method of using generalized cylinders (GCs) to obtain a 3-D representation of a solder joint from the joint´s range image. This method is based on symmetry detection. B-spline contour representation allows analytical detection of a symmetry axis that is used as a basis for the GC axis. In addition, we present a B-spline fitting method that uses an initial line fitting procedure. The contour of the cross section is expressed as an ellipse using an ellipse-specified conic fitting method. Correct representations for over 53 test sample range images were obtained
Keywords :
computer vision; inspection; soldering; splines (mathematics); 2D images; 3-D representation; B-spline contour representation; B-spline fitting method; dip solder joints; generalized cylinders; inspection; range data; volumetric description; Electronics packaging; Flowcharts; Image analysis; Inspection; Lead; Production engineering; Shape; Soldering; Spline; Surface fitting;
Conference_Titel :
Applications of Computer Vision, 1998. WACV '98. Proceedings., Fourth IEEE Workshop on
Conference_Location :
Princeton, NJ
Print_ISBN :
0-8186-8606-5
DOI :
10.1109/ACV.1998.732872