Research Article

Low-Resolution Tactile Image Recognition for Automated Robotic Assembly Using Kernel PCA-Based Feature Fusion and Multiple Kernel Learning-Based Support Vector Machine

Table 1

Descriptions of the 12 objects.

Object numberDescription

1Bar shape with 10 mm length
2Bar shape with 35 mm length
3Hexagon with flat size of 13 mm and a Φ8 mm hollow hole
4Solid hexagon with flat size of 13 mm
5Hexagon with flat size of 10 mm and a Φ6 mm hollow hole
6Solid hexagon with flat size of 10 mm
7Square with flat size of 13 mm and a Φ8 mm hollow hole
8Solid square with flat size of 13 mm
9Square with flat size of 10 mm and a Φ6 mm hollow hole
10Solid square with flat size of 10 mm
11Φ13 mm circle with a Φ8 mm hollow hole
12Solid Φ13 mm circle