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Synopsis
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, Herault 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 spatio-temporal 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 this book, many comparisons between the models and human perception are discussed as well as detailed applications to computer vision.
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Présentation de l'éditeur
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, Herault 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 spatio-temporal 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 this book, many comparisons between the models and human perception are discussed as well as detailed applications to computer vision.
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Vision: Images, Signals and Neural Networks: Models of Neural Processing in Visual Perception
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World Scientific Publishing Co Pte Ltd, 2010
ISBN 10 : 9814273686
ISBN 13 : 9789814273688
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Hardcover. Etat : Très bon. Ancien livre de bibliothèque. Légères traces d'usure sur la couverture. Edition 2010. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Very good. Former library book. Slight signs of wear on the cover. Edition 2010. Ammareal gives back up to 15% of this item's net price to charity organizations. N° de réf. du vendeur D-486-554
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Vision: Images, Signals and Neural Networks: Models of Neural Processing in Visual Perception (Progress in Neural Processing, Band 19)
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World Scientific Publishing Company, 30.03.2010., 2010
ISBN 10 : 9814273686
ISBN 13 : 9789814273688
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Auflage: Illustrated. 308 Seiten Einband mit leichten Lagerspuren, Besitzereintrag, sonst sauber und gut erhalten. Sprache: Englisch Gewicht in Gramm: 576 15,2 x 1,9 x 22,9 cm, Gebundene Ausgabe. N° de réf. du vendeur 69697
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Vision: Images, Signals And Neural Networks - Models Of Neural Processing In Visual Perception
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World Scientific Publishing Co Pte Ltd, 2010
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ISBN 13 : 9789814273688
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Vision: Images, Signals and Neural Networks - Models of Neural Processing in Visual Perception
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World Scientific Publishing Company, 2010
ISBN 10 : 9814273686
ISBN 13 : 9789814273688
Neuf
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Vision: Images, Signals And Neural Networks - Models Of Neural Processing In Visual Perception
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Hardback. Etat : New. Illustrated. 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, Hérault 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 spatio-temporal 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. N° de réf. du vendeur LU-9789814273688
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VISION: IMAGES, SIGNALS AND NEURAL NETWORKS - MODELS OF NEURAL PROCESSING IN VISUAL PERCEPTION (Progress in Neural Processing, 19)
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World Scientific Pub Co Inc, 2010
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ISBN 13 : 9789814273688
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VISION: IMAGES, SIGNALS AND NEURAL NETWORKS - MODELS OF NEURAL PROCESSING IN VISUAL PERCEPTION (Progress in Neural Processing, 19)
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World Scientific Pub Co Inc, 2010
ISBN 10 : 9814273686
ISBN 13 : 9789814273688
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Vision: Images, Signals And Neural Networks - Models Of Neural Processing In Visual Perception
Edité par
World Scientific Publishing Co Pte Ltd, SG, 2010
ISBN 10 : 9814273686
ISBN 13 : 9789814273688
Neuf
Couverture rigide
Vendeur : Rarewaves.com USA, London, LONDO, Royaume-Uni
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Hardback. Etat : New. Illustrated. 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, Hérault 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 spatio-temporal 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. N° de réf. du vendeur LU-9789814273688
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Vision: Images, Signals and Neural Networks : Models of Neural Processing in Visual Perception
Edité par
World Scientific Pub Co Inc, 2010
ISBN 10 : 9814273686
ISBN 13 : 9789814273688
Neuf
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Vision: Images, Signals and Neural Networks : Models of Neural Processing in Visual Perception
Edité par
World Scientific Pub Co Inc, 2010
ISBN 10 : 9814273686
ISBN 13 : 9789814273688
Neuf
Couverture rigide
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