SIFTAlgorithmcodes
所属分类：图形图像处理
开发工具：Visual C++
文件大小：7078KB
下载次数：459
上传日期：2008-10-10 16:44:56
上 传 者：
vision1985
说明： D.G lowe 的尺度不变特征转换算法（SIFT）
在基于opencv和OpenGL的源码基础上增加了图像的保存功能。用于对图像的尺度不变特征的提取以及图像特征点的匹配。
(DG lowe the scale-invariant features of the conversion algorithm (SIFT) and OpenGL-based opencv source code based on the increase in the preservation of image features. Used to image the scale-invariant feature extraction and image feature points of the match.)
文件列表:
SIFT Algorithm codes (0, 2008-10-10)
SIFT Algorithm codes\beaver.png (48824, 2006-11-15)
SIFT Algorithm codes\beaver.sift (43721, 2007-01-20)
SIFT Algorithm codes\beaver_xform.png (39513, 2006-11-15)
SIFT Algorithm codes\ChangeLog.txt (1188, 2007-11-08)
SIFT Algorithm codes\docs (0, 2008-10-10)
SIFT Algorithm codes\docs\html (0, 2008-10-10)
SIFT Algorithm codes\docs\html\annotated.html (2448, 2007-09-13)
SIFT Algorithm codes\docs\html\doxygen.css (8077, 2007-09-13)
SIFT Algorithm codes\docs\html\doxygen.png (1281, 2007-09-13)
SIFT Algorithm codes\docs\html\files.html (2295, 2007-09-13)
SIFT Algorithm codes\docs\html\formula.repository (301, 2007-09-13)
SIFT Algorithm codes\docs\html\form_0.png (323, 2007-09-13)
SIFT Algorithm codes\docs\html\form_1.png (184, 2007-09-13)
SIFT Algorithm codes\docs\html\form_10.png (192, 2007-09-13)
SIFT Algorithm codes\docs\html\form_11.png (283, 2007-09-13)
SIFT Algorithm codes\docs\html\form_12.png (642, 2007-09-13)
SIFT Algorithm codes\docs\html\form_13.png (634, 2007-09-13)
SIFT Algorithm codes\docs\html\form_2.png (177, 2007-09-13)
SIFT Algorithm codes\docs\html\form_3.png (247, 2007-09-13)
SIFT Algorithm codes\docs\html\form_4.png (257, 2007-09-13)
SIFT Algorithm codes\docs\html\form_5.png (176, 2007-09-13)
SIFT Algorithm codes\docs\html\form_6.png (190, 2007-09-13)
SIFT Algorithm codes\docs\html\form_7.png (205, 2007-09-13)
SIFT Algorithm codes\docs\html\form_8.png (425, 2007-09-13)
SIFT Algorithm codes\docs\html\form_9.png (291, 2007-09-13)
SIFT Algorithm codes\docs\html\functions.html (3800, 2007-09-13)
SIFT Algorithm codes\docs\html\functions_vars.html (3701, 2007-09-13)
SIFT Algorithm codes\docs\html\globals.html (7360, 2007-09-13)
SIFT Algorithm codes\docs\html\globals_func.html (7048, 2007-09-13)
SIFT Algorithm codes\docs\html\globals_type.html (1520, 2007-09-13)
SIFT Algorithm codes\docs\html\imgfeatures_8h.html (14039, 2007-09-13)
SIFT Algorithm codes\docs\html\index.html (3505, 2007-09-13)
SIFT Algorithm codes\docs\html\kdtree_8h.html (13953, 2007-09-13)
SIFT Algorithm codes\docs\html\minpq_8h.html (10752, 2007-09-13)
SIFT Algorithm codes\docs\html\sift_8h.html (14192, 2007-09-13)
SIFT Algorithm codes\docs\html\structdetection__data.html (1620, 2007-09-13)
SIFT Algorithm codes\docs\html\structfeature.html (10779, 2007-09-13)
SIFT Algorithm codes\docs\html\structkd__node.html (4882, 2007-09-13)
SIFT Algorithm codes\docs\html\structmin__pq.html (1984, 2007-09-13)
... ...
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 1.0.0):
http://sourceforge.net/projects/opencvlibrary/
Some functions require the Gnu Scientific Library (GSL) (known working
version is 1.8):
(Linux) http://www.gnu.org/software/gsl/
(Windows) http://gnuwin32.sourceforge.net/packages/gsl.htm
/************************************************************************/
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
and GSL.
/************************************************************************/
4. License
The SIFT algorithm is Patented in the U.S. by the University of British
Columbia. Thus, the SIFT feature detection code in this package may not
be used in any commercial products without permission from UBC. All other
code in this package is Licensed under the GPLv2. See the files
LICENSE.ubc.txt and LICENSE.txt for more info.
近期下载者：
相关文件：
收藏者：