By Subhasis Chaudhuri
Super-Resolution Imaging serves as a necessary reference for either academicians and working towards engineers. it may be used either as a textual content for complex classes in imaging and as a table reference for these operating in multimedia, electric engineering, machine technological know-how, and arithmetic.
the 1st publication to hide the hot study sector of super-resolution imaging, this article comprises paintings at the following groundbreaking subject matters:
- photograph zooming according to wavelets and generalized interpolation;
- Super-resolution from sub-pixel shifts;
- Use of blur as a cue;
- Use of warping in super-resolution;
- solution enhancement utilizing a number of apertures;
- Super-resolution from movement information;
- Super-resolution from compressed video;
- Limits in super-resolution imaging.
Written via the prime specialists within the box, Super-Resolution Imaging provides a complete research of present expertise, in addition to new study findings and instructions for destiny paintings.
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Additional info for Super-Resolution Imaging (The Springer International Series in Engineering and Computer Science)
Note that this reconstruction is general in the sense that any source position can be used to generate the corresponding shaded image. No matter which source directions were used in the estimation of normals and albedo, a new view can always be generated. In comparison to interpolation in the image domain f(x, y), we note that here the interpolants are nonparametric functions of (x, y) and the equivalent function g in Eq. 7) is an irrational function of the interpolants We further note that in order to obtain the inverse one requires several photometric measurements.
21] develop a signal level perceptual organization(SLPO) to generate abstract representations for partitioning and identification of regions. The fact that low level features like edges or regions group together to form higher 54 SUPER-RESOLUTION IMAGING level inxgeometric features suggest that such geometric arrangements are mutually dependent. Thus, perceptual grouping can be viewed as a inxbottom-up process in which image features from a single object tend to cluster together. Our contention is that the interpolation procedure should not be independent of the perceptual grouping present in an image.
A typical instance is that of medical images like CT and MRI scans. , the foreground could be interpolated with B-splines for higher accuracy while a simple bilinear interpolation will suffice for the Generalized Interpolation for Super-Resolution 57 background. One, however, must know in order to proceed with the interpolation. The characteristic function can be obtained through a proper scene segmentation. 3. Super-resolution Rendering At the core of any 3D graphics system is a sub-system that renders objects represented by a set of polygons.
Super-Resolution Imaging (The Springer International Series in Engineering and Computer Science) by Subhasis Chaudhuri