Image Classification

Image Classification problem: Assign a label (from a fixed set of categories) to an input image.

Some challenges with this:

  • Viewpoint variation

  • Scale variation

  • Deformation

  • Occlusion

  • Illumination conditions

  • background clutter (i.e. object blending with environment)

  • Intra-class variation (ex: chair)

  • Linear Classification