Details

Autor(en) / Beteiligte

• Turiel, Antonio
• Nadal, Jean-Pierre
• Parga, Néstor

Titel

An Algorithm for Image Representation as Independent Levels of Resolution

Ist Teil von

• Artificial Neural Networks — ICANN 2002, 2002, p.1213-1218

Ort / Verlag

Berlin, Heidelberg: Springer Berlin Heidelberg

Erscheinungsjahr

2002

Link zum Volltext

Quelle

Alma/SFX Local Collection

Beschreibungen/Notizen

• Recently it has been shown that natural images possess a special type of scale invariant statistics (multiscaling). In this paper, we will show how the multiscaling properties of images can be used to derive a redundancy-reducing oriented wavelet basis. This kind of representation can be learnt from the data and is optimally adapted for image coding; besides, it shows some features found in the visual pathway.