Vision Global Perceptual Context Changes Local Contrast Processing Updated to include computer vision techniques Lauren Barghout 9783639709629 Books
Download As PDF : Vision Global Perceptual Context Changes Local Contrast Processing Updated to include computer vision techniques Lauren Barghout 9783639709629 Books
Images convey multiple meanings that depend on the context in which the viewer perceptually organizes the scene. In her tenth anniversary edition of her doctoral dissertation, she examines the influence of illusory contours and figure-ground segmentation on contrast processing. She finds powerful empirical evidence demonstrating that global context can alter local contrast processing, contrary to the classical feed-forward model. She discusses experiments, utilizing rich stimuli context, that probe the details of global/local interactions. She introduces models incorporating dynamic filters as a mechanism for modeling unconscious inference. Modern computer vision techniques of image segmentation and labeling inspired by this original work are discussed in the forward. Use of fuzzy inference systems and spatial-taxons for solving machine vision problems are described in the context of the emerging field of visual-taxometrics.
Vision Global Perceptual Context Changes Local Contrast Processing Updated to include computer vision techniques Lauren Barghout 9783639709629 Books
I really enjoyed Dr. Barghout's writing style; this book is a pleasure to read. The forward explains how the dissertation research was applied computer science algorithms for image back-ground removal, image segmentation and fuzzy logic, which helped me navigate my own work. The section on adaptive filters improved my understanding of edge detection systems. Anybody crossing the boundary between software engineering and vision science should read this book.I'm looking forward to her next one!
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Tags : Vision: Global Perceptual Context Changes Local Contrast Processing Updated to include computer vision techniques [Lauren Barghout] on Amazon.com. *FREE* shipping on qualifying offers. Images convey multiple meanings that depend on the context in which the viewer perceptually organizes the scene. In her tenth anniversary edition of her doctoral dissertation,Lauren Barghout,Vision: Global Perceptual Context Changes Local Contrast Processing Updated to include computer vision techniques,Scholars' Press,3639709624,Psychology General
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Vision Global Perceptual Context Changes Local Contrast Processing Updated to include computer vision techniques Lauren Barghout 9783639709629 Books Reviews
Enjoyable read - great present for graduate students.
Great way to learn about human vision. Helped me to understand the "why" behind feature extractors of machine learning, edge detection, image segmentation.
I really enjoyed Dr. Barghout's writing style; this book is a pleasure to read. The forward explains how the dissertation research was applied computer science algorithms for image back-ground removal, image segmentation and fuzzy logic, which helped me navigate my own work. The section on adaptive filters improved my understanding of edge detection systems. Anybody crossing the boundary between software engineering and vision science should read this book.
I'm looking forward to her next one!
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