Computers : Computer Vision

This book is an introduction to pattern recognition, meant for undergraduate and graduate students in computer science and related fields in science and technology. Most of the topics are accompanied by detailed algorithms and real world applications. In addition to statistical and structural approaches, novel topics such as fuzzy pattern recognition and pattern recognition via neural networks are also reviewed. Each topic is followed by several examples solved in detail. The only prerequisites for using this book are a one-semester course in discrete mathematics and a knowledge of the basic preliminaries of calculus, linear algebra and probability theory. more...

Price: $54.60

The reader is presented an approach to the construction of a visual system, which is behaviorally, computationally and neurally motivated. The central goal is to characterize the process of visual categorization and to find a suitable representation format that can successfully deal with the structural variability existent within visual categories. It does not define such representations a priori but attempts to show directions on how to gradually work towards them. The book reviews past and existent theories of visual object and shape recognition in the fields of computer vision, neuroscience and psychology. The entire range of computations is discussed, as for example contour extraction in retinal circuits, orientation determination in cortical networks, position and scale independence of shape, as well as the issue of object and shape representation in a neural substrate. Region-based approaches are discussed and are modeled with wave-propagating networks. It is demonstrated how those networks operate on gray-scale images. A completely novel shape recognition architecture is proposed that can recognize simple shapes under various degraded conditions. It is discussed how such networks can be used for constructing basic-level object representations. It is envisioned how those networks can be implemented using the method of neuromorphic engineering, an analog electronic hardware substrate than can run neural computations in real-time and with little power. more...

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From grading and preparing harvested vegetables to the tactile probing of a patient??'s innermost recesses, mechatronics has become part of our way of life. The addition of senses and computing intelligence to blend with mechanical actuation gives rise to a breed of new machines with all the best attributes of a robot. Here we find educational robots competing under water and dancing on land. Surgical robots drill precision holes in the skull while others direct radiation treatment or extract blood from an umbilical cord. Machine vision manages beer kegs and automated paint spraying, while controlling feral animals and the watering of cotton crops. Although there is no shortage of theoretical and technical detail in these chapters, they have the common theme that they describe work that has been applied in practice. They are vital reading both for students of mechatronics and for engineers harnessing its power to create new products. more...

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A unique multidisciplinary perspective on the problem of visual object categorization. more...

Price: $100.00

Based on the Conference on Spatial Displays and Spatial Instruments held at the Asilomar Conference Center in 1987, this work focuses on the geometry of pictorial graphics for computers and the tools with which to control them. more...

Price: $159.95