1. A method of representing an object appearing in an image, the method comprising deriving a plurality of view descriptors of the object, each view descriptor corresponding to a different view of the object, and associating the view descriptors to form an object descriptor, wherein at least one view descriptor comprises a representation of the shape or colour or texture of the object in the respective view.