Contents:
1. Intro
2. Requirements
3. Running
4. License
1. Intro
This is a collection of code I've put together to detect SIFT features in images. It includes a SIFT function library as well as some executables to detect, match, and display keypoints. For more information on SIFT, refer to the paper by Lowe:Lowe, D. Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision, 60, 2 (2004), pp.91--110.
Or see Lowe's website:
http://www.cs.ubc.ca/~lowe/keypoints/
Some of the code also works with affine-invariant features from the code
by the VGG at oxford:
http://www.robots.ox.ac.uk:5000/~vgg/research/affine/index.html
Also included is a library containing functions to compute transforms from image features using RANSAC. See match.c for an example of how to use the RANSAC functions.
/************************************************************************/
2. Requirements
All code in this package requires the OpenCV library (known working
version is 2.0):
http://sourceforge.net/projects/opencvlibrary/
/************************************************************************/
3. Running
The following is a list of directories that contain VC++.NET projects
and the functions of the projects:
*siftFeat -- Detect SIFT features
*match -- Find and match SIFT features in two images
*dspFeat -- Display features from a file
You can mess with the global variables in each of the main C files to
adjust parameters, including input and output files. You might also have
to adjust the project properties depending on how you installed OpenCV.
/************************************************************************/
4. License
See the file LICENSE.txt for more information on the legal terms of the
use of this package.
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SIFT——lastest_win
共88个文件
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png:17个
c:9个
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2010-05-13
21:25:17
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SIFT特征提取,包括特征的匹配。几乎按照最初的算法实现,学习SIFT特征必备的。最新版本2010
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sift-latest_win.zip (88个子文件)
sift-1.1.1_20100506_win
siftFeat
siftFeat.suo 12KB
siftFeat.sln 875B
siftFeat.vcproj 7KB
siftFeat.vcproj.7.10.old 7KB
siftFeat.suo.old 10KB
siftFeat.ncb 8.5MB
siftFeat.sln.old 905B
match
match.sln 869B
match.sln.old 899B
match.ncb 11.92MB
match.suo 11KB
match.vcproj.7.10.old 5KB
match.suo.old 9KB
match.vcproj 6KB
beaver.sift 41KB
README.txt 2KB
xform.c 16KB
docs
html
globals_func.html 8KB
form_1.png 131B
form_8.png 362B
files.html 2KB
formula.repository 301B
form_11.png 222B
globals_type.html 2KB
form_7.png 142B
classes.html 3KB
functions.html 4KB
annotated.html 3KB
structkd__node.html 5KB
form_3.png 191B
index.html 3KB
form_12.png 605B
doxygen.png 1KB
form_10.png 130B
structdetection__data.html 2KB
structransac__data.html 2KB
xform_8h.html 22KB
form_4.png 195B
globals.html 9KB
functions_vars.html 4KB
minpq_8h.html 11KB
doxygen.css 6KB
tab_r.gif 3KB
imgfeatures_8h.html 14KB
form_9.png 227B
structpq__node.html 2KB
utils_8h.html 38KB
form_0.png 272B
form_13.png 565B
globals_enum.html 2KB
form_5.png 122B
form_6.png 136B
tab_b.gif 35B
structmin__pq.html 2KB
sift_8h.html 14KB
kdtree_8h.html 14KB
structfeature.html 11KB
tabs.css 2KB
tab_l.gif 706B
form_2.png 123B
globals_defs.html 3KB
minpq.c 5KB
dspFeat
dspFeat.suo.old 9KB
dspFeat.suo 9KB
dspFeat.ncb 8.49MB
dspFeat.sln 873B
dspFeat.vcproj 7KB
dspFeat.sln.old 903B
dspFeat.vcproj.7.10.old 7KB
siftfeat.c 2KB
sift.h 5KB
ChangeLog.txt 2KB
beaver_xform.png 39KB
kdtree.c 15KB
dspfeat.c 1KB
imgfeatures.h 4KB
utils.c 7KB
Thumbs.db 6KB
match.c 3KB
minpq.h 2KB
utils.h 6KB
kdtree.h 3KB
xform.h 6KB
imgfeatures.c 15KB
THANKS.txt 631B
LICENSE.txt 2KB
beaver.png 48KB
sift.c 36KB
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