In this text, 3D reconstruction methods are evaluated based on their performance characteristics. Later on Conoscopic holography(CH) is presented to the reader, so as to explain its intricacies. Computer vision (CV) techniques are also presented with specific emphasis on algorithms that have been developed with the aim of resolving the pertinent problems affecting the efficient performance of Holography based methods. Particular emphasis has been placed on the recovery of distance information from the holograms. The resulting interference pattern is treated as an image for the analysis using CV techniques. Patterns in the image are identified and subsequently related using image algebra to solve for the distance from an object being observed by the conoscope. Lastly, the application of the Computer vision solutions for industrial purposes is studied.
Application of Computer Vision to 3D Reconstruction
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In this text, 3D reconstruction methods are evaluated based on their performance characteristics. Later on Conoscopic holography(CH) is presented to the reader, so as to explain its intricacies. Computer vision (CV) techniques are also presented with specific emphasis on algorithms that have been developed with the aim of resolving the pertinent problems affecting the efficient performance of Holography based methods. Particular emphasis has been placed on the recovery of distance information from the holograms. The resulting interference pattern is treated as an image for the analysis using CV techniques. Patterns in the image are identified and subsequently related using image algebra to solve for the distance from an object being observed by the conoscope. Lastly, the application of the Computer vision solutions for industrial purposes is studied.
This indispensable text introduces the foundations of three-dimensional computer vision and describes recent contributions to the field. Fully revised and updated, this much-anticipated new edition...
Our environment is more and more shaped by the influence of digital mediawhich itself evolves at tremendous pace. A small example: 15 years ago, offthe-shelf computers were only able to cope with...
Although a number of methods for solving computer vision tasks exist, these methods are often task-specific and can seldom be generalized over a wide range of applications. In addition, many computer...
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