Learning Generic Invariances in Object Recognition: Translation and Scale

Invariance to various transformations is key to object recognition but existing definitions of invariance are somewhat confusing while discussions of invariance are often confused. In this report, we provide an operational definition of invariance by formally defining perceptual tasks as classificat...

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Bibliographic Details
Main Authors: Leibo, Joel Z, Mutch, Jim, Rosasco, Lorenzo, Ullman, Shimon, Poggio, Tomaso
Other Authors: Tomaso Poggio
Published: 2011
Subjects:
Online Access:http://hdl.handle.net/1721.1/60378