Learning a dictionary of deformable patches using GPUs

We propose a simple method for learning a dictionary of deformable patches for simultaneous shape recognition and reconstruction. Our approach relies on two key innovations - introducing a pre-defined set of transformations on patches to enrich the search space, and designing a parallel framework on...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Xingyao Ye, Yuille, A.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Dictionaries Handwriting recognition Image edge detection Image reconstruction Shape Training
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