Local Features in Natural Images via Singularity Theory is popular PDF and ePub book, written by James Damon in 2016-09-30, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Local Features in Natural Images via Singularity Theory can be Read Online from any device for your convenience.
Local Features in Natural Images via Singularity Theory Book PDF Summary
This monograph considers a basic problem in the computer analysis of natural images, which are images of scenes involving multiple objects that are obtained by a camera lens or a viewer’s eye. The goal is to detect geometric features of objects in the image and to separate regions of the objects with distinct visual properties. When the scene is illuminated by a single principal light source, we further include the visual clues resulting from the interaction of the geometric features of objects, the shade/shadow regions on the objects, and the “apparent contours”. We do so by a mathematical analysis using a repertoire of methods in singularity theory. This is applied for generic light directions of both the “stable configurations” for these interactions, whose features remain unchanged under small viewer movement, and the generic changes which occur under changes of view directions. These may then be used to differentiate between objects and determine their shapes and positions.
Detail Book of Local Features in Natural Images via Singularity Theory PDF
- Author : James Damon
- Release : 30 September 2016
- Publisher : Springer
- ISBN : 9783319414713
- Genre : Mathematics
- Total Page : 255 pages
- Language : English
- PDF File Size : 14,5 Mb
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