Thank you for the link. I tried by following that tutorial, but the "Combined" baking type is required to have either direct or indirect light checked, if any of these checked will causing the texture darker than it should be, since there is no light placed in the scene. So I tried to use the "Diffuse" bake type directly with only Color contributions selected, it results well.