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Vision: Images, Signals And Neural Networks - Models Of Neural Processing In Visual Perception (Hardcover)
Loot Price: R1,721
Discovery Miles 17 210
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Vision: Images, Signals And Neural Networks - Models Of Neural Processing In Visual Perception (Hardcover)
Series: Progress In Neural Processing, 19
Expected to ship within 12 - 17 working days
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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, H rault 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.
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