Sparse models for Computer Vision

Part of book or chapter of book, Preprint English OPEN
Perrinet , Laurent;
  • Publisher: HAL CCSD
  • Related identifiers: doi: 10.1002/9783527680863.ch14
  • Subject: Quantitative Biology - Neurons and Cognition | Computer Science - Computer Vision and Pattern Recognition | [ SDV.NEU ] Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] | natural scene statistics | [SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] | [SDV.NEU] Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC] | sparse hebbian learning | association field | sparse coding | sparselets | lateral connections

International audience; The representation of images in the brain is known to be sparse. That is, as neural activity is recorded in a visual area ---for instance the primary visual cortex of primates--- only a few neurons are active at a given time with respect to the w... View more
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