Übersicht			Auf mobile öffnen

Lieferstatus:	i.d.R. innert 7-14 Tagen versandfertig
Veröffentlichung:	März 2010
Genre:	EDV / Informatik
	Computer Vision / COMPUTERS / Data Science / Neural Networks / Neural networks & fuzzy systems / Neural networks and fuzzy systems
ISBN:	9789814273688
EAN-Code:	9789814273688
Verlag:	World Scientific
Einband:	Gebunden
Sprache:	English
Dimensionen:	H 235 mm / B 157 mm / D 21 mm
Gewicht:	599 gr
Seiten:	308
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

At the fascinating frontiers of neurobiology, mathematics and psychophysics, this book addresses the problem of human and computer vision on the basis of cognitive modeling. After recalling the physics of light and its transformation through media and optics, Hrault presents the principles of the primate's visual system in terms of anatomy and functionality. Then, the neuronal circuitry of the retina is analyzed in terms of spatiotemporal filtering. This basic model is extended to the concept of neuromorphic circuits for motion processing and to the processing of color in the retina. For more in-depth studies, the adaptive non-linear properties of the photoreceptors and of ganglion cells are addressed, exhibiting all the power of the retinal pre-processing of images as a system of information cleaning suitable for further cortical processing. As a target of retinal information, the primary visual area is presented as a bank of filters able to extract valuable descriptors of images, suitable for categorization and recognition and also for local information extraction such as saliency and perspective. All along the book, many comparisons between the models and human perception are discussed as well as detailed applications to computer vision.