In the last 30 days, The MATLAB Central File Exchange has had 52 submissions that are tagged image processing.
Here are some highlights.
For example, consider a 2-by-3 image matrix A, with the pixels numbered columnwise:
1 3 5 2 4 6
Then neighbor2ind([2 3],4) computes the pairwise neighbor indices for 4-connected pixels.
ind = neighbor2ind([2 3],4)
ind = 1 3 1 2 2 1 2 4 3 5 3 4 3 1 4 3 4 6 4 2 5 6 5 3 6 5 6 4
You can use these pairs to construct a graph using the new graph theory tools in R2015b, but first we need to remove the duplicate edges.
ind2 = unique(sort(ind,2),'rows')
ind2 = 1 2 1 3 2 4 3 4 3 5 4 6 5 6
g = graph(ind2(:,1),ind2(:,2))
g = graph with properties: Edges: [7x1 table] Nodes: [6x0 table]
I plan to write a lot more about images and graphs a bit later this fall.
Here I use the 'compress' option of sc to display a multichannel image as RGB while preserving the maximum variance from the original channels. (The example is from the SC doc.)
load mri sc(squeeze(D(:,:,:,1:6)),'compress')
TopoToolbox contains visualization tools and topological measurements useful for analyzing digital elevation models (DEMs). Here's an example illustrating visualization and flow accumulation from the toolbox documentation (modified by me to use the parula colormap).
DEM = GRIDobj('srtm_bigtujunga30m_utm11.tif')
DEM = GRIDobj with properties: Z: [643x1197 single] cellsize: 30 refmat: [3x2 double] size: [643 1197] name: 'srtm_bigtujunga30m_utm11' zunit:  xyunit:  georef: [1x1 struct]
DEMf = fillsinks(DEM); FD = FLOWobj(DEMf); A = flowacc(FD); imageschs(DEM,dilate(sqrt(A),ones(5)),'colormap',parula);
Aslak Grinsted submitted an update to ImGRAFT, an image georectification and feature tracking toolbox used in glaciology research. Citation: Citation: Messerli, A. and Grinsted, A. (2015), Image GeoRectification And Feature Tracking toolbox: ImGRAFT, Geosci. Instrum. Method. Data Syst., 4, 23-34, doi:[10.5194/gi-4-23-2015](http://dx.doi.org/10.5194/gi-4-23-2015). Web site: imgraft.glaciology.net.
I didn't have space to mention all the worthy submissions in the past month. You should follow the link and take a look!
Get the MATLAB code
Published with MATLAB® R2015b
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