Title : 
Defect inspection system by dot data
         
        
            Author : 
Kayaba, Hiroyuki ; Takauji, Hidenori ; Kaneko, Shun´ichi ; Toda, Masataka ; Kuno, Kouji ; Suganuma, Hiroyuki
         
        
            Author_Institution : 
Grad. Sch. of Inf. Sci., Hokkaido Univ., Sapporro, Japan
         
        
        
        
        
        
            Abstract : 
We successfully develop a defect inspection method based on a robust method for matching the distance between points in three dimensions. The three-dimensional distance data of an object is measured by means of a laser range finder. The data is compared with the measured data of a high-quality item. Then, we examine the differences between two sets of data in order to detect defects in the target object. The three-dimensional distance data is matched with high robustness by using the proposed method. Furthermore, we attach labels to sets of points corresponding to a detected defect. By performing an experiment with real data, we show that a high-quality object and a defect object can be distinguished on the basis of the features of each label.
         
        
            Keywords : 
automatic optical inspection; laser ranging; object detection; 3D distance data; defect inspection system; distance matching; dot data; label features; laser range finder; robust method; target object; Casting; Costs; Image processing; Information science; Inspection; Manufacturing; Object detection; Production systems; Robustness; Shape;
         
        
        
        
            Conference_Titel : 
Optomechatronic Technologies, 2009. ISOT 2009. International Symposium on
         
        
            Conference_Location : 
Istanbul
         
        
            Print_ISBN : 
978-1-4244-4209-6
         
        
            Electronic_ISBN : 
978-1-4244-4210-2
         
        
        
            DOI : 
10.1109/ISOT.2009.5326122