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Jeanny Herault Vision: Images, Signals And Neural Network (Hardback) (UK IMPORT)
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eBay item number:276267442279
Item specifics
- Condition
- Book Title
- Vision: Images, Signals And Neural Networks - Models Of Neural Pr
- Publication Name
- Vision Vol. 19 : Images, Signals and Neural Networks - Models of Neural Processing in Visual Perception
- Format
- Hardcover
- EAN
- 9789814273688
- ISBN
- 9789814273688
- Publisher
- World Industries Scientific Publishing Co Pte LTD
- Genre
- Computing & Internet
- Release Year
- 2010
- Release Date
- 05/03/2010
- Language
- English
- Country/Region of Manufacture
- SG
- Series
- Progress In Neural Processing
- Title
- Vision: Images, Signals And Neural Networks - Models Of Neural Pr
- Publication Year
- 2009
- Type
- Textbook
- Item Weight
- 0 Oz
- Number of Pages
- 320 Pages
About this product
Product Information
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 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.
Product Identifiers
Publisher
World Industries Scientific Publishing Co Pte LTD
ISBN-10
9814273686
ISBN-13
9789814273688
eBay Product ID (ePID)
71903629
Product Key Features
Publication Name
Vision Vol. 19 : Images, Signals and Neural Networks - Models of Neural Processing in Visual Perception
Format
Hardcover
Language
English
Publication Year
2009
Type
Textbook
Number of Pages
320 Pages
Dimensions
Item Weight
0 Oz
Additional Product Features
Lc Classification Number
Bf241.H434 2010
Copyright Date
2010
Topic
Neural Networks, Cognitive Psychology & Cognition, Life Sciences / Biology, Computer Vision & Pattern Recognition
Dewey Decimal
612.84
Dewey Edition
22
Illustrated
Yes
Genre
Computers, Psychology, Science
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