If you have blueprint set as a textured plane it will be visible if you set Display Shading GLSL, Textured Solid on N-panel and Solid or Textured mode on menu. It wont be visible if you set viewport to Wireframe.
Background images are seen only while in Ortographic views Front, Top, Sides (try toggle numpad 5 and click np 1,3,7).