Motion and Structure from Image Sequences by Juyang Weng
Motion and Structure from Image Sequences is invaluable reading for researchers, graduate students, and practicing engineers dealing with computer vision. It presents a balanced treatment of the theoretical and practical issues, including very recent results - some of which are published here for the first time. The topics covered in detail are: - image matching and optical flow computation - structure from stereo - structure from motion - motion estimation - integration of multiple views - motion modeling and prediction Aspects such as uniqueness of the solution, degeneracy conditions, error analysis, stability, optimality, and robustness are also investigated. These details together with the fact that the algorithms are accessible without necessarily studying the rest of the material, make this book particularly attractive to practitioners.-
3D Dynamic Scene Analysis
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Multiresolution Image Processing and Analysis
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Picture Engineering
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Image Sequence Analysis
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Mathematics of Kalman-Bucy Filtering
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Linear Systems and Optimal Control
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Music and Schema Theory
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Signal Processing and Systems Theory
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Theory of Reconstruction from Image Motion
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Parallel Algorithms in Computational Science
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Linear Prediction Theory
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Digital Picture Processing
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VLSI for Pattern Recognition and Image Processing
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Radar Array Processing
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Harmony: A Psychoacoustical Approach
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Pitch Determination of Speech Signals
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Physical and Biological Processing of Images
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Content-Addressable Memories
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The Maximum Entropy Method
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Fast Fourier Transform and Convolution Algorithms
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Calibration and Orientation of Cameras in Computer Vision
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Computer Speech
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Fundamentals of Electronic Imaging Systems
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Discrete H∞ Optimization
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A Few Steps Towards 3D Active Vision
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Digital Image Restoration
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Radon and Projection Transform-Based Computer Vision
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Probability, Statistical Optics, and Data Testing
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Self-Organizing Maps
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Self-Organization and Associative Memory
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Pattern Analysis and Understanding
Huang, Thomas S.: - Thomas S. Huang received his B.S. Degree in Electrical Engineering from National Taiwan University, Taipei, Taiwan, China; and his M.S. and Sc.D. Degrees in Electrical Engineering from the Massachusetts Institute of Technology, Cambridge, Massachusetts. He was on the Faculty of the Department of Electrical Engineering at MIT from 1963 to 1973; and on the Faculty of the School of Electrical Engineering and Director of its Laboratory for Information and Signal Processing at Purdue University from 1973 to 1980.
Dr. Huang's professional interests lie in the broad area of information technology, especially the transmission and processing of multidimensional signals. He has published 21 books, and over 600 papers in Network Theory, Digital Filtering, Image Processing, and Computer Vision. Among his many honors and awards: Honda Lifetime Achievement Award, IEEE Jack Kilby Signal Processing Medal, and the King-Sun Fu Prize of the International Association for Pattern Recognition.
Dr. Huang's professional interests lie in the broad area of information technology, especially the transmission and processing of multidimensional signals. He has published 21 books, and over 600 papers in Network Theory, Digital Filtering, Image Processing, and Computer Vision. Among his many honors and awards: Honda Lifetime Achievement Award, IEEE Jack Kilby Signal Processing Medal, and the King-Sun Fu Prize of the International Association for Pattern Recognition.
| SKU | Unavailable |
| ISBN 13 | 9783642776458 |
| ISBN 10 | 3642776450 |
| Title | Motion and Structure from Image Sequences |
| Author | Juyang Weng |
| Series | Springer Series In Information Sciences |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | Springer |
| Year published | 2011-12-08 |
| Number of pages | 444 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |