E-Book, Englisch, 140 Seiten, eBook
Rasche The Making of a Neuromorphic Visual System
1. Auflage 2005
ISBN: 978-0-387-23469-4
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
E-Book, Englisch, 140 Seiten, eBook
ISBN: 978-0-387-23469-4
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
This book presents an approach to the construction of a visual system, which is behaviorally, computationally and neurally motivated. The goal is to characterize the process of visual categorization and to find a suitable representation format that can successfully deal with the structural variability existent within visual categories. The book reviews past and existent theories of visual object and shape recognition in the fields of computer vision, neuroscience and psychology. The entire range of computations is discussed, as are region-based approaches and are modeled with wave-propagating networks. A completely novel shape recognition architecture is proposed that can recognize simple shapes under various degraded conditions. It is discussed how such networks can be used for constructing basic-level object representations. It is envisioned how those networks can be implemented using the method of neuromorphic engineering.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
Seeing: Blazing Processing Characteristics.- Category Representation and Recognition Evolvement.- Neuroscientific Inspiration.- Neuromorphic Tools.- Insight From Line Drawings Studies.- Retina Circuits Signaling and Propagating Contours.- The Symmetric-Axis Transform.- Motion Detection.- Neuromorphic Architectures: Pieces and Proposals.- Shape Recognition with Contour Propagation Fields.- Scene Recognition.- Summary.
