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Title: sift Download
 Description: 1 SIFT course of development SIFT algorithm by DGLowe in 1999, the perfect summary of 2004. Later Y.Ke its description of the sub-part of the histogram with PCA instead of its improvement. 2 the SIFT main idea The SIFT algorithm is an algorithm to extract local features in scale space to find the extreme point of the extraction location, scale, rotation invariant. 3 the main features of the SIFT algorithm: a) SIFT feature is the local characteristics of the image, zoom, rotate, scale, brightness change to maintain invariance, the perspective changes, affine transformation, the noise also maintain a certain degree of stability. b) unique (Distinctiveness), informative, and mass characteristics database for fast, accurate matching [23]. c) large amounts, even if a handful of objects can also produce a large number of SIFT feature vectors. d) high-speed and optimized SIFT matching algorithm can even achieve real-time requirements. e) The scalability can be very convenient fe
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File list (Check if you may need any files):
sift\data\box.pgm
....\....\box.sift
....\....\circle.pgm
....\....\circle.sift
....\....\img3.jpg
....\....\img5.jpg
....\....\landscape-a.jpg
....\....\landscape-b.jpg
....\....\nest.png
....\....\nest2.bmp
....\....\vessel-1.pgm
....\....\vessel-2.pgm
....\diffss.m
....\.oc\bibliography.bib
....\...\figures\sift-descriptor-AI.bb
....\...\.......\sift-descriptor-AI.pdf
....\...\.......\sift-descriptor-SAVED.tex
....\...\.......\sift-descriptor.aux
....\...\.......\sift-descriptor.log
....\...\.......\sift-descriptor.pdf
....\...\.......\sift-descriptor.tex
....\...\.......\sift-descriptor.wrm
....\...\.......\warmread.sty
....\...\sift.bbl
....\...\sift.tex
....\...\visionlab.sty
....\gaussianss.m
....\imreadbw.m
....\imsmooth.c
....\imsmooth.dll
....\LICENSE
....\Makefile
....\mexutils.c
....\plotmatches.m
....\plotsiftdescriptor.m
....\plotsiftframe.m
....\plotss.m
....\README
....\sift.m
....\siftdescriptor.c
....\siftdescriptor.dll
....\siftdescriptor.m
....\siftlocalmax.c
....\siftlocalmax.dll
....\siftlocalmax.m
....\siftmatch.c
....\siftmatch.dll
....\siftmatch.m
....\siftormx.c
....\siftormx.dll
....\siftread.m
....\siftrefinemx.c
....\siftrefinemx.dll
....\siftrefinemx.m
....\sift_compile.m
....\sift_demo.m
....\sift_demo2.m
....\sift_demo3.m
....\sift_demo4.m
....\sift_demo5.m
....\sift_demo6.m
....\sift_gendoc.css
....\sift_overview.m
....\tightsubplot.m
....\TIMESTAMP
....\VERSION
....\doc\figures
....\data
....\doc
sift
    

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