Robot Vision (MIT Electrical Engineering and Computer Science)

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( su 12 valutazioni fornite da Goodreads )
 
9780262081597: Robot Vision (MIT Electrical Engineering and Computer Science)

This book presents a coherent approach to the fast moving field of machine vision, using a consistent notation based on a detailed understanding of the image formation process. It covers even the most recent research and will provide a useful and current reference for professionals working in the fields of machine vision, image processing, and pattern recognition.An outgrowth of the author's course at MIT, Robot Vision presents a solid framework for understanding existing work and planning future research. Its coverage includes a great deal of material that important to engineers applying machine vision methods in the real world. The chapters on binary image processing, for example, help explain and suggest how to improve the many commercial devices now available. And the material on photometric stereo and the extended Gaussian image points the way to what may be the next thrust in commercialization of the results in this area. The many exercises complement and extend the material in the text, and an extensive bibliography will serve as a useful guide to current research.

Contents Image Formation and Image SensingBinary Images: Geometrical Properties; Topological PropertiesRegions and Image SegmentationImage Processing: Continuous Images; Discrete ImagesEdges and Edge FindingLightness and ColorReflectance Map: Photometric Stereo Reflectance Map; Shape from ShadingMotion Field and Optical FlowPhotogrammetry and StereoPattern ClassificationPolyhedral ObjectsExtended Gaussian ImagesPassive Navigation and Structure from MotionPicking Parts out of a Bin

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

About the Author:

Berthold K. P. Horn is Professor of Electrical Engineering and Computer Science at MIT. He has presided over the field of machine vision for more than a decade and is the author of Robot Vision.

Review:

Berthold K. P. Horn, a leading researcher in the area of human and machine vision for many years, has written an excellent textbook on the subject, which is emminently accessible to engineers, teachers, and scientists working in the vision area. The book follows a rigorous mathematical framework, beginning with the physics of image formation, and drawing on the most recent computational theories of human/machine perception of lightness, shape, movement, and depth, concluding with chapters devoted to realistic applications in automated navigation and industrial robotics.

(Al Bovik, Department of Electrical and Computer Engineering, University of Texas at Austin)

Robot Vision presents a coherent development, from image formation, through image analysis to scene analysis. The remarkable achievement of this book is that it serves both as a personal statement of the Horn school of vision and as a textbook. Every scientist and engineer involved with computational vision should read it, carefully!

(Alan K. Mackworth, Professor, University of British Columbia)

This book is an absolute must for any researcher claiming to be interested in computer vision.

(Eric L. Grimson, Artificial Intelligence Laboratory, MIT)

Robot Vision is an impressive book....an excellent introduction to the field and the first book to thoroughly cover the mathematics of computer vision.

(Charles Thorpe American Scientist )

A very good book indeed, probably the best currently available on robot vision and related topics....a valuable reference workfor researchers in this field.

(T.M. Husband Times Higher Education Supplement)

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BKP Horn
Editore: MIT Press (1986)
ISBN 10: 0262081598 ISBN 13: 9780262081597
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Descrizione libro MIT Press, 1986. HRD. Condizione libro: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Codice libro della libreria WM-9780262081597

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Berthold Klaus Paul Horn
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Descrizione libro The MIT Press, 1986. Hardcover. Condizione libro: New. Codice libro della libreria P110262081598

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Descrizione libro MIT Press Ltd, United States, 1986. Hardback. Condizione libro: New. Mit Press.. Language: English . Brand New Book. This book presents a coherent approach to the fast moving field of machine vision, using a consistent notation based on a detailed understanding of the image formation process. It covers even the most recent research and will provide a useful and current reference for professionals working in the fields of machine vision, image processing, and pattern recognition.An outgrowth of the author s course at MIT, Robot Vision presents a solid framework for understanding existing work and planning future research. Its coverage includes a great deal of material that important to engineers applying machine vision methods in the real world. The chapters on binary image processing, for example, help explain and suggest how to improve the many commercial devices now available. And the material on photometric stereo and the extended Gaussian image points the way to what may be the next thrust in commercialization of the results in this area. The many exercises complement and extend the material in the text, and an extensive bibliography will serve as a useful guide to current research.Contents Image Formation and Image SensingBinary Images: Geometrical Properties; Topological PropertiesRegions and Image SegmentationImage Processing: Continuous Images; Discrete ImagesEdges and Edge FindingLightness and ColorReflectance Map: Photometric Stereo Reflectance Map; Shape from ShadingMotion Field and Optical FlowPhotogrammetry and StereoPattern ClassificationPolyhedral ObjectsExtended Gaussian ImagesPassive Navigation and Structure from MotionPicking Parts out of a Bin. Codice libro della libreria AAH9780262081597

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Berthold K.P. Horn
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ISBN 10: 0262081598 ISBN 13: 9780262081597
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Descrizione libro MIT Press Ltd, United States, 1986. Hardback. Condizione libro: New. Mit Press.. Language: English . Brand New Book. This book presents a coherent approach to the fast moving field of machine vision, using a consistent notation based on a detailed understanding of the image formation process. It covers even the most recent research and will provide a useful and current reference for professionals working in the fields of machine vision, image processing, and pattern recognition.An outgrowth of the author s course at MIT, Robot Vision presents a solid framework for understanding existing work and planning future research. Its coverage includes a great deal of material that important to engineers applying machine vision methods in the real world. The chapters on binary image processing, for example, help explain and suggest how to improve the many commercial devices now available. And the material on photometric stereo and the extended Gaussian image points the way to what may be the next thrust in commercialization of the results in this area. The many exercises complement and extend the material in the text, and an extensive bibliography will serve as a useful guide to current research.Contents Image Formation and Image SensingBinary Images: Geometrical Properties; Topological PropertiesRegions and Image SegmentationImage Processing: Continuous Images; Discrete ImagesEdges and Edge FindingLightness and ColorReflectance Map: Photometric Stereo Reflectance Map; Shape from ShadingMotion Field and Optical FlowPhotogrammetry and StereoPattern ClassificationPolyhedral ObjectsExtended Gaussian ImagesPassive Navigation and Structure from MotionPicking Parts out of a Bin. Codice libro della libreria AAH9780262081597

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Descrizione libro The MIT Press. Hardcover. Condizione libro: New. 0262081598 New Condition. Codice libro della libreria NEW6.0110346

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Descrizione libro 1986. HRD. Condizione libro: New. New Book. Shipped from US within 10 to 14 business days. Established seller since 2000. Codice libro della libreria TM-9780262081597

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Descrizione libro The MIT Press, 1986. Hardcover. Condizione libro: New. MIT Press ed. Codice libro della libreria DADAX0262081598

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Descrizione libro MIT Press. Condizione libro: New. Brand New. Codice libro della libreria 0262081598

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Descrizione libro MIT Press Ltd, United States, 1986. Hardback. Condizione libro: New. Mit Press.. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. This book presents a coherent approach to the fast moving field of machine vision, using a consistent notation based on a detailed understanding of the image formation process. It covers even the most recent research and will provide a useful and current reference for professionals working in the fields of machine vision, image processing, and pattern recognition.An outgrowth of the author s course at MIT, Robot Vision presents a solid framework for understanding existing work and planning future research. Its coverage includes a great deal of material that important to engineers applying machine vision methods in the real world. The chapters on binary image processing, for example, help explain and suggest how to improve the many commercial devices now available. And the material on photometric stereo and the extended Gaussian image points the way to what may be the next thrust in commercialization of the results in this area. The many exercises complement and extend the material in the text, and an extensive bibliography will serve as a useful guide to current research.Contents Image Formation and Image SensingBinary Images: Geometrical Properties; Topological PropertiesRegions and Image SegmentationImage Processing: Continuous Images; Discrete ImagesEdges and Edge FindingLightness and ColorReflectance Map: Photometric Stereo Reflectance Map; Shape from ShadingMotion Field and Optical FlowPhotogrammetry and StereoPattern ClassificationPolyhedral ObjectsExtended Gaussian ImagesPassive Navigation and Structure from MotionPicking Parts out of a Bin. Codice libro della libreria BTE9780262081597

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Descrizione libro Condizione libro: New. Depending on your location, this item may ship from the US or UK. Codice libro della libreria 97802620815970000000

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