Here are two of many varying options.
1) Place your finger (this is if your splinter is in your finger) within a glass of very warm water. This will make your skin very supple, then with a sterilised sewing needle draw out the splinter.
2) Leave the splinter under your skin. Your body will automatically reject it draw it to the surface within 7-14 days.