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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Detalhes bibliográficos
Principais autores: Leibo, Joel Z, Mutch, Jim, Rosasco, Lorenzo, Ullman, Shimon, Poggio, Tomaso
Outros Autores: Tomaso Poggio
Publicado em: 2011
Assuntos:
Acesso em linha:http://hdl.handle.net/1721.1/60378