Biologically-inspired characterization of sparseness in natural images

Conference object, Preprint English OPEN
Perrinet , Laurent U;
  • Publisher: HAL CCSD
  • Related identifiers: doi: 10.1109/EUVIP.2016.7764592
  • Subject: Quantitative Biology - Neurons and Cognition | Neuroscience | [ SDV.NEU ] Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] | Computer vision | [SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] | [SDV.NEU] Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] | Image texture | Machine vision
    arxiv: Computer Science::Computer Vision and Pattern Recognition

International audience; Natural images follow statistics inherited by the structure of our physical (visual) environment. In particular, a prominent facet of this structure is that images can be described by a relatively sparse number of features. We designed a sparse c... View more
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