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Author: Richard Hartley
ISBN : B00AKE1QK4
New from $23.92
Format: PDF
Download for free books Free Multiple View Geometry in Computer Vision [Kindle Edition] for everyone book with Mediafire Link Download LinkA basic problem in computer vision is to understand the structure of a real world scene given several images of it. Techniques for solving this problem are taken from projective geometry and photogrammetry. Here, the authors cover the geometric principles and their algebraic representation in terms of camera projection matrices, the fundamental matrix and the trifocal tensor. The theory and methods of computation of these entities are discussed with real examples, as is their use in the reconstruction of scenes from multiple images. The new edition features an extended introduction covering the key ideas in the book (which itself has been updated with additional examples and appendices) and significant new results which have appeared since the first edition. Comprehensive background material is provided, so readers familiar with linear algebra and basic numerical methods can understand the projective geometry and estimation algorithms presented, and implement the algorithms directly from the book.Books with free ebook downloads available Free Multiple View Geometry in Computer Vision [Kindle Edition]
- File Size: 14340 KB
- Print Length: 668 pages
- Simultaneous Device Usage: Up to 4 simultaneous devices, per publisher limits
- Publisher: Cambridge University Press; 2 edition (March 5, 2013)
- Sold by: Amazon Digital Services, Inc.
- Language: English
- ASIN: B00AKE1QK4
- Text-to-Speech: Enabled
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- Lending: Not Enabled
- Amazon Best Sellers Rank: #324,983 Paid in Kindle Store (See Top 100 Paid in Kindle Store)
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in Kindle Store > Kindle eBooks > Nonfiction > Professional & Technical > Professional Science > Mathematics > Geometry & Topology > General Geometry - #48
in Books > Computers & Technology > Computer Science > Artificial Intelligence > Machine Vision - #48
in Kindle Store > Kindle eBooks > Nonfiction > Science > Mathematics > Geometry & Topology > General Geometry
- #48
in Kindle Store > Kindle eBooks > Nonfiction > Professional & Technical > Professional Science > Mathematics > Geometry & Topology > General Geometry - #48
in Books > Computers & Technology > Computer Science > Artificial Intelligence > Machine Vision - #48
in Kindle Store > Kindle eBooks > Nonfiction > Science > Mathematics > Geometry & Topology > General Geometry
Free Multiple View Geometry in Computer Vision
This book is very complete and rigorous in its explanations of the theory. However, I just think I like the approach in An Invitation to 3-D Vision a bit better. This book is better illustrated than that one and is more careful in its explanations, but this book just seems more focused on providing complete proofs than giving you a feel for how you would approach a real problem. Even the exercises are more along the lines of proofs. I like how An Invitation to 3-D Vision ends the book with a complete example. In all fairness, though, this book does have quite a bit of Matlab code on its website.
The book begins with some background material on 2D and 3D geometry. Then the author explains single-view geometry and how cameras map an image in 3D space to an image. Two-view geometry is next, with the author describing the epipolar geometry of two cameras ahd projective reconstruction from resulting image map correspondences. Part three of the book extends ideas to three cameras and the resulting trifocal geometry. The final section of the book takes the algorithms of the book to N views. Thus this book has a simple and straightforward structure that belies the complexity of the material.
If you are really researching this subject you should probably have this book for explanation, illustrations, and rigor, and the Invitation book for enlightenment through a good example-based approach. You should also have
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