图像配准 图像拼接技术 sift

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.